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仿真机器人操作 · 第 1 次尝试 · 任务成功

传送带配对取物任务成功第一档

422 步 · 16.9 秒 · 44 条 reasoning summary · 41 次动作判断

模型:gpt-6-astra(配置别名 model-test-ldk)
422步数(帧)
16.9 秒轨迹时长
44条 reasoning summary
41次动作判断
0.04 秒控制步长
任务指令

记住传送带上的第一个物体,然后当匹配的物体再次出现时将其拾取。

英文原文95 字
Remember the first object on the conveyor, then pick the matching object when it appears again.
这条轨迹在记录什么:视频是三路相机按时间对齐后的合成画面,左侧为第三人称主视角,右侧上下分别是左、右腕部相机。 视频下面是全部 reasoning summary(中文译文,原文压成一行、悬停看全文),每条紧跟这一次请求新增的三路画面、观测摘要与 assistant 输出,累积的上文折成一行可展开;再往下是双臂轨迹、动作判断与运行日志。
关于译文:reasoning summary 原文是模型内部的速记式推理,英文短句夹杂大量坐标、角度、像素与缩写;译文按原意逐条完整翻译并保留这些数字与记号,所以读起来信息密度较高,不是流畅的散文。
01

观察回放

三路相机合成 · 960×480
步 —
主视角 左腕相机 右腕相机

播放或拖动视频,下面的对话会高亮到对应的那一条并自动滚到视野里;内容全部摊开,不用点。点任意一条的标题行,视频会跳到该时刻并停住。

请求分块时间条
02

对话

56 个请求块 · 全部摊开
随视频高亮

共 56 个请求块:每个请求一个块,编号与上方时间条一一对应,没有输出思考的请求也保留(显示一行灰字说明)。按时间从上到下排开,滚到哪看到哪,不用点开任何东西。时刻 = 步号 × 0.04 秒;标题行是请求号、时刻与步号,正文是这次请求的思考(没有思考时提示本次没有输出思考),下面紧跟这次请求新增的三路画面、观测摘要与 assistant 输出。累积的上文折成一行「上文 N 条已省略」,点了就地展开中文摘要。

reasoning summary(非 CoT) 模型自己写的推理摘要,不是逐字思维链;原始隐式推理 API 不返回。

#00:00.0步 0当前播放
本次没有输出思考
#10:00.0步 0当前播放
reasoning summary需要记住第一个物体是带黑色放射条纹的白色碗。它再次出现时需要拿起匹配的。传送带可能从右向左移动。需要从相机估计坐标。700 步 28 秒。我们应该在右侧或左侧准备好,也许中间。需要观察标定后的几何关系。
原文266 字
Need remember first object white bowl black radial stripes. Need pick matching when reappears. Conveyor moving likely right->left. Need estimate coordinates from cameras. 700steps 28sec. We should ready right or left perhaps middle. Need observe calibrated geometry.
#20:00.0步 0当前播放
reasoning summary需要移动的传送带识别最初记住的物体,然后它出现。需要观察速率。初始碗位置估计 x .5、y .07、z .77?三角测量高点和腕部。需要准备好夹爪。碗直径 .15?图像初始高点在深度 .75 处为 60 像素 -> .15米。腕部宽度在处为 155 -> .155米。夹爪开口也许 .085?夹住边缘合适,而不是整个碗。可以用自上而下的边缘,手指沿径向闭合。需要选择再次出现的物体,传送带可能循环物体并让其静止。需要确认。让我们等待 10,同时初始手臂安全就绪,但需要准备朝中央传送带待命。可以逐渐向下旋转右夹爪并靠近。机器人指尖初始沿世界 +y 水平;如果侧向,可以夹住侧边边缘吗?需要自上而下,指尖 x 轴为 -z。四元数偏航 90、俯仰 90 -> [.5,-.5,.5,.5]。增量俯仰旋转。抬起 z?当前 z .922 指尖,传送带 .75?初始腕部显示手指在传送带上方。自上而下末端执行器必须 z 约 .96,手指到达 .81。移动 y -0.26、x .30、 准备,方向从偏航 90 通过俯仰 .4 插值。q [0.693,-.140, .140,.693]。位移范数 .095。
原文1,066 字
Need moving belt identify initial memorized then appears. Need watch rate. Initial bowl location estimate x .5 y .07 z .77? Triangulate high point and wrist. Need ready gripper. Bowl diameter .15? Image initial high 60pix at depth .75 ->.15m. wrist width155 at d.4 -> .155m. Grip aperture maybe .085? Rim pinch suitable not entire bowl. Can top-down rim with fingers closing radial. Need select object reappears likely conveyor cycles objects stationary phases. Need ascertain. Let's wait 10 while initial arms safe ready but need prep toward central belt poised. Can rotate right gripper down gradually and move closer. Robot fingertips initially horizontal along world +y; could side rim pinch if sideways? Need top-down tip x axis -z. Quaternion yaw90 pitch90 ->[.5,-.5,.5,.5]. incremental pitch rotation. lift z? current z .922 fingertips, belt .75? initial wrist shows fingers above belt. Topdown eef must z ~.96 fingers reach .81. Move y -0.26 x .30 z1.0 prepare, orientation interpolate from yaw90 by pitch .4. q [0.693,-.140, .140,.693]. displaced norm .095.
#30:00.2步 5当前播放
reasoning summary需要理解顺序传送带出现:碗最初在 x~.45、y .0、z .8,向 +x 移动(9 像素/5 ~ .022米)。可能第一个演示很快离开,然后随机物体在 x=-? 生成。用户初始碗在右侧向右移动。需要准备可能在匹配物体从左侧返回时在中心抓取。右臂当前,想要、y -.12、,自上而下,局部 X 向下,局部 Y 也许为环境 -X,有利于沿 x 直径约 .12 闭合,而最大开口 .15?可以夹住碗边缘而不是整个碗。可以整个跨住。可以对齐自上而下(q .5,-.5,.5,.5),得到 X (0,0,-1),局部 Y(-1,0,0)。第六连杆 z = 接触 z + .12。传送带顶部也许 .75。初始末端执行器 .921 水平,手指 z 约 .921,底部 .88。碗边缘 z 为 .84。需要通过对应关系计算实际值。观测 0 顶部碗中心 515,183,右侧 491,244,不是精确中心。三角测量点等。让我们用程序辅助计算到假设 z 的射线。
原文867 字
Need understand sequential conveyor appears bowl initially x~.45 y .0 z .8, moves +x (9px/5 ~.022m). Likely first demo quickly leaves then random objects spawn at x=-? User initial bowl right moves right. Need prepare likely catching center when matching returns from left. Right arm currently x.3 want x.0 y -.12 z1.05 topdown oriented local X downward, local Y maybe -X env, useful close across x diameter ~.12 vs max opening .15? Bowl rim grasp rather than whole possible. Can whole straddle. Can align topdown (q .5,-.5,.5,.5) gives X (0,0,-1), localY(-1,0,0). link6 z = contact z + .12. Belt top maybe .75. Initial eef .921 horizontal, fingers z ~.921 bottom .88. Bowl rim z .84. Need calculate actual via correspondences. Observation 0 top bowl center 515,183 right 491,244 not exact center. Triangulate points etc. Let's use Python helper for ray to assumed z.
#40:00.2步 5当前播放
reasoning summary传送带初始 x~.46 y .05 z .78 沿 +x 移动 .004/步。需要等待重复,可能模式循环,生成在 x -? 初始物体在 .45,所以演示从右侧退出;重复从左侧进入。我们应准备左臂在 x 负值约 -.3 y .04 z .9 向下拾取。碗直径 .14?高机位宽度60像素对应 .137,腕部宽度155 ~.15。开口指尖跨 x ~.13?起始指尖在 x 偏移 ±.05?右腕 2 指足够,优先夹碗沿,碗沿薄,指尖竖直跨碗沿捏取,一指在内一指在外;抓整个碗可能开口 .13 对 .14 勉强。需要近似规划。为在匹配碗从左侧出现时抓住,左臂可预置。初始右移不必要,但可用右臂在下游拦截。不要碰初始物体。准备右臂在高处且向下朝向。约需50步。碗70步后消失,可能每100步新物体。我们可在就绪时观察。当前四元数正使朝 -z 正确 q=[.693,-.140,.140,.693] 角度.4。完全向下 q .5,-.5,.5,.5。需要 x 中心在 .10,连杆 z 1.0 以接触 z .84(碗沿顶 .8)。连杆接近 y .0。手指向下 .12。在靠近前方 y -.02 抓碗沿,闭合沿世界 x,以夹住 x 左右侧碗沿理想 x 中心碗减半径*.9 和 y 中心。碗约 .13米直径。可尝试全跨碗 .13 最大开口,夹爪指间隙可能 0.12,中心可容纳底部较窄。需更多观察。需预置在、 上方,向下。右臂从基座 .3 伸到运动学可能可达。仿真简单。可类似准备左臂在 -.3 向下。需知道即将物体 x 负轨迹。用左臂在 -.25 有利。右臂已开始但可继续右 x .15,同时左臂保持。我们将在就绪然后拾取经过中心的碗。需满足四元数可达逆运动学向下在距肩 ~.4米。很可能。
原文1,888 字
Conveyor first x~.46 y .05 z .78 moving +x .004/step. Need wait repeats likely pattern cycles with spawn at x -? Initial object at .45 so demonstration exit right; repeats enter from left. We should prepare left arm pickup x negative near -.3 y .04 z .9 downward. Bowl dia .14? high width60 pixels corresponding .137, wristwidth155 ~.15. Opening fingertips across x ~.13? Start fingertips at x offsets ±.05? right wrist 2fingers enough rim grasp preferred bowl thin rim pinch across rim with fingers vertical and one inside one outside; grasp entire bowl maybe opening .13 vs .14 marginal. Need plan approximate. To catch matching bowl when appears from left, left arm can stage x-.3. Initially right move unnecessary but can use right at x0.0 intercept downstream. Need not touch initial object. prepare right at x.1 y.0 high and down orientation. Would take 50 steps. Bowl gone 70steps perhaps objects new every100. We can observe while ready. Quaternion current rotz90 pitch localY positive gives localX toward -z correct q=[.693,-.140,.140,.693] angle.4. Full down q .5,-.5,.5,.5. Need x center at .10, link z 1.0 for contact z .84 (rim top .8). Link approach y .0. Fingers down by .12. Grasp rim near front y -.02, closure along world x, to grip rim side on x left/right ideal x center bowl minus radius*.9 and y center. Bowl ~.13m diameter. Could try full across bowl .13 max opening possibly gripper fingers gap 0.12 and center can fit bottom narrower. Need see more. Need stage above y0, x0, down. Right reach x0 from base .3 may kinematic available. Sim easy. Could prep left similarly at -.3 and down. Need know upcoming object x negative track. Use left at -.25 advantageous. Right already started but can continue right x .15, while left hold. We'll ready at x.2 then pickup bowl passing center. Need fit quaternion reachable IK downward at y0 z1.0 ~.4m from shoulder. Likely.
#50:00.4步 10当前播放
reasoning summary需要速度控制慢 ~0.0045米/步,碗5步移动0.02?像素9-> 步 .004。循环碗初始在沿 +.004 移动,所有物体可能每120步顺序出现。需要将位姿向下朝表面。当前 .947 手指 +y/向下 .03。需要夹爪竖直朝向腕部 q [.5,-.5,.5,.5],x 向下,y -x,z -y?初始 ,。期望 q [.5,-.5,.5,.5]。需从 .26 到1.57 约40步。拦截 x~.1 (接触手指)。接近时可边前进 y 边向下转,连杆高度 .96 使手指末端 .80 刚好在碗沿 .81 上方!需保持连杆在1.02 以留空 .86。然后匹配时下降。典型碗半径 .07?顶宽 .14,张开夹爪跨度 .16,可能整个直径稳定顶部抓取,但碗沿捏取最简单,x 偏移 .055(闭合全局 x)。碗尺寸,开口间隙 .17,闭合 .0。可手指向下抓碗两侧;接触中部约 z .79。第六连杆 .93 接触远端在 .785 带垫。好。可在 y 前进和 x .15 时朝下定向。做长调用5,目标 d<.1。
原文1,041 字
Need speed control slow ~0.0045m step bowl moves 0.02 in5? Pixel9-> x.02 step .004. Cycle bowl initial at x.45 moving +.004 all objects maybe sequential appear every 120 steps. Need get pose down toward surface. Current elev .947 with fingers +y/down .03. Need gripper vertical orientation at wrist q [.5,-.5,.5,.5] with x down, y -x, z -y? Initial Rz90, Ry90. Desired q [.5,-.5,.5,.5]. Need from .26pitch to1.57 in ~40. Intercept x~.1 y.04 z.945 (contact fingers z.81). Approach can pivot down while advancing y, link height .96 clears fingers end .80 just above rim .81! Need keep link at1.02 for clear .86. Then lower when match. Typical bowl radius .07? Top width .14, open gripper span .16, possible whole diameter stable top grasp maybe rim pinch easiest offset x by .055 (closing global x). Bowl dims w.13, open gap .17, close .0. Can grasp bowl sides with fingers down; contact middle around z .79. Link6 .93 contact distal at .785 with pads. Good. Could orient top down while y forward and x .15. Do long calls5 with target d&lt;.1.
#60:00.6步 15当前播放
reasoning summary移动慢但充足。需要顶部向下就绪位置 y .02 x .2 z 1.02。 进展中。可目标改为纯前进最大 .099。每次用5。
原文146 字
Movement slow but ample. Need top down position ready y .02 x .2 z 1.02. Pitch progressing. Could target change pure advance max .099. Use 5 each.
#70:00.8步 20当前播放
reasoning summary很多5步因实际 .03。需要拦截中心 y .06 z .79。碗移动 .004米/步?34 .08。在 x .5。未来到达可能。希望右臂悬停在 .15 .06 .99 向下。朝向最终 q .5,-.5,.5,.5;旋转 +X 向下。夹爪闭合全局 x(Y [-1,0,0])。碗直径 .13 > 间隙 .12?碗沿抓取选择碗右边缘 x+ .04 和 y 中心?沿 x 闭合用一垫在内一垫在外夹右碗沿。更可靠整个碗可能宽 0.12 开口实际 .14。需确定手指范围。默认腕部可见宽度 .24?从高机位基座 x 位置 .3 和像素 .55 对应。指尖 x ±.07。碗直径 .13。夹爪最大张开 ~.16,适合。可居中闭合两侧顶部向下。椭圆碗可能半径 .065。
原文756 字
Lots 5 step due actual .03. Need intercept center y .06 z .79. Bowl moving .004m step? 34pix20 .08. At x .5. Future arrives x-.5 maybe. Want right hover at .15 .06 .99 downward. Orientation final q .5,-.5,.5,.5; rotation +X down. Gripper closes global x (Y local [-1,0,0]). Bowl diameter .13 &gt; gap .12? rim grasp choose bowl right edge x+ .04 and y center? closing across x pinches right rim with one pad interior and other outside. More reliable whole bowl perhaps width 0.12 with opening actual .14. Need ascertain fingers extents. default wrist visible width .24? From high base x positions .3 and pixels .55 corresponding. Finger tips x ±.07. Bowl dia .13. Gripper open max ~.16, fits. Can centered close sides top-down. Oval bowl maybe radius .065.
#80:01.0步 25当前播放
reasoning summary不需要过多就绪动作,但移动实际每5步 ~.03。可目标 x .2 顶部向下。约50步。碗当前在 +.5 靠近右边缘退出。物体流可能初始向右遍历然后下一个 -?等等初始第一个在 +.46,速度 .004每步 .1米/s。25步时 .56。可能记忆演示从 .45 开始然后下一个物体在100步生成 -.65。就绪 .25。需200步抓取。好。
原文399 字
Need not overmany readiness actions but movement actual ~.03 per5. Could target x .2 y0 z.98 topdown. ~50 steps. Bowl currently on +.5 near right edge exits. object stream maybe appears initial x.45 traverses right then next -? Wait initial first at +.46, speed .004 perstep .1m/s. at25 .56. Likely memory demo starts at .45 then next objects spawn -.65 at100. Ready .25. Need 200 steps catch. Good.
#90:01.2步 30当前播放
reasoning summary可能需要就绪向下。当前步30第一个,+ .004每步?起始 .455,步30 .57 =.0039。需要物体可能约150步后循环。还需6次调用。我们可用更快位置保持朝向接近?实际每5步移动 .04。可以。
原文259 字
Need maybe ready x0.2 y.05 z1.0 downward. Current step30 first x.56, +.004 per step? starting .455, step30 .57 =.0039. Need object recycle after maybe~150. Need 6 calls more. We can use faster position keeping orientation near? Actual movement .04 per5. Fine.
#100:01.4步 35当前播放
reasoning summary需要最小化5步调用准备 ~60总可接受。物体第一以每步速度 .1米/s 移动。第一在0,60步时 .7 退出。下一个可能步80在 -.5 到右,可能样本消失然后选项直到重复。需要就绪 x .25 手指向下。我们的进展良好。
原文292 字
Need minimize 5 step calls prep ~60 total acceptable. Object first moves x.004 per step speed .1m/s. First x.45 at0 exit at .7 by60. Next appears likely step80 at -.5 to right maybe sample disappears then options until repeat. Need ready x .25 y.04 z1 fingers down. Our pitch progresses good.
#110:01.6步 40当前播放
reasoning summary我们做40步只移动 .2。需要通道 y~.06。q 顶部向下最终。碗半径 .065,间隙 .15?初始手指 .15。好抓直径跨碗可能 .14;最大间隙 ~.14?碗沿捏取更容易,一指在内一在外靠近碗沿,使用闭合 x 轴沿运动意味着选择侧碗沿 x 中心+~.05。但全碗抓取如果宽 .13 对开口 .15?看第一碗沿宽度60像素在比例450 => .133。夹爪开口物理可能 .14?手指从初始高 x 95到155 =60像素在 z .9 => .09?需计算。顶部向下拇指间隙可能 .14。通常夹爪开口 .08?图像手支架全140?需从投影读腕部图像几何。我们可用局部已知估计垫世界。手指初始在腕部图像 x 尖端~110和540。相机距离在尖端 .? 相机近第六连杆偏移 + .085x +.05z?指尖在 x .1576 相机近 .085 给沿相机 .12,宽430 /397*.12=.13。所以间隙可能 .14。碗直径 .13 是刚好适合。可安全抓碗沿。需样本可能60消失;重复可能140。预算700。我们将准备悬停 x .23 y .025。
原文1,110 字
We doing 40steps only moved .2. Need lane y~.06. q top down final. Bowl radius .065, gap .15? initial fingers .15. Good grasp diameter across bowl may .14; max gap ~.14? Rim pinch easier one finger inside other outside at near rim y-.04 using closing x axis along motion means choose side rim x center+~.05. But full bowl grasp if width .13 vs opening .15? Looking first rim width60 px at scale450 => .133. gripper opening physical maybe .14? fingers from initial high x 95 to155 =60px at z .9 => .09? Need compute. At top downward thumb gap likely .14. Usually ARX gripper opening .08? Images hand bracket full140? Need geometry from projections read wrist images. We can use local known to estimate pads world. Fingers initial in wrist image x tips~110 and540. camera distance at tips .? camera near link6 offset + .085x +.05z? Fingers tips at x .1576 which camera near .085 gives along cam .12, width430 /397*.12=.13. So gap maybe .14. Bowl diameter .13 yes fits just barely. Could grasp rim safely. Need sample may disappear at 60; repeats maybe at140. Budget700. We'll prepare hovering x .23 y .025 z1.02.
#120:01.8步 45当前播放
reasoning summary有很多调用45步只慢。需要就绪 y~.04 连杆 z 1.02 尖端 .86 碗沿 .8。移动。
原文92 字
Have many calls 45 steps only slow. Need ready y~.04 link z 1.02 tips .86 bowl rim .8. move.
#130:02.0步 50当前播放
reasoning summary我们已经用了50步缓慢移动0.28米,效果不错。需要先让样本退出,物体稍后可能生成在x=-0.5处。需要准备位置x=0.15、y=0.03、z=1.01。碗半径0.06,开口宽度0.13,足以覆盖整个碗或碗沿吗?碗直径在高机位图像中为60像素→在z=0.8处为0.13,开口宽度0.12?初始指间距是多少?腕部垫片±?我们可以在y方向前缘抓住碗沿,并沿x方向闭合穿过侧面吗?向下姿态局部Y=-x,因此沿直径方向为x。碗直径约0.12,夹爪最大内间距可能为0.14。需要先获得实际物体模式,稍后再处理。准备好后等待。
原文525 字
We have used 50 steps slowly moving .28m fine. Need first sample exits and objects later maybe spawn x-.5. Need ready x .15 y.03 z1.01. Bowl radius .06 and open width .13 enough entire bowl or rim? Bowl diameter high px60 -> .13 at z.8, opening width .12? Finger gap initial? Wrist pads ±? We can grasp rim at y front edge and closing x through side? Down orientation local Y=-x, so across diameter x. Bowl diameter .12 approximate gripper max inner gap .14 possible. Need first actual object pattern later. Wait after ready.
#140:02.2步 55当前播放
reasoning summary我们实际上还没有通过工具查看初始图像,但图像似乎存在且被隐藏,显然是从某处回忆起的?我说过条纹碗后来正确可见。需要速度和物体序列。由于初始关节问题,我们已经用了55步缓慢准备。右手手指现在向下位于0.85,在碗沿0.80上方5厘米,足够好。需要在y=0.05上方准备好。任务中第一个碗出现在x=0.46,每步移动0.004?55步后x=0.65。后续可能稍后在y=0.05、x=-0.6处顺序生成。准备好后需要等待一次。选择四元数q垂直,右手位置0.24、0.045、1.025。
原文511 字
We have not actually viewed initial images tool but images existed hidden apparently remembered first from? I said stripe bowl correctly visible later. Need speed and object sequence. We have used 55 steps preparation slow due initial joints. Right hand fingers down at .85 now enough above bowl rim .80 5cm good. Need ready above y .05. Task first bowl appears x .46, moves .004 step? 55 x .65. Recurrence may spawn sequential y .05 x -.6 at later. Need wait once ready. choose q vertical right .24 .045 1.025.
#150:02.2步 55当前播放
reasoning summary我们已经用了55步,之前的一些分析缺失很奇怪,可能是图像限制省略了初始图像,但我已经声称观察到的就是实际?现在需要可靠。右手伸到z=1.02、y=0.045太远,完全伸展。需要降低准备高度到0.97、y=0.04,指尖0.812,在碗沿0.79上方,间隙0.022。能在运动学范围内做到0.985、y=0.03吗?需要准备好夹爪实际抓取,也许碗沿在0.797,x每步移动0.004(速度0.1米/秒),第一个从x=0.46开始,到55步时为0.665。下一个可能在第125步出现在左侧x=-0.65。需要等待观测。设置y=0.015、z=0.985然后收敛。
原文528 字
We have 55 spend, few prior analysis missing weird maybe image limit omitted initial images but I already claimed observed as actual? Need reliable now. Right reach z1.02 y .045 too far full extension. Need lower height ready .97 y .04 tips .812 above rim .79 clearance .022. Can .985 y .03 within kinematics? Need ready gripper actual grasp maybe bowl rim at .797 x moves 0.004/step (speed .1m/s), first starts x .46 then at55 .665. Next appears maybe step125 left x-.65. Need wait observation. Set y .015 z .985 then converge.
#160:02.4步 60当前播放
reasoning summary我们已经花了60步准备,需要等待。我们知道碗初始在x=0.46、y=0.04、z=0.79的碗沿。速度0.004?初始,现在x?55步后=>变化0.21=>速度0.1米/秒,每步0.004。重复进入时在x=-?需要持续时间采样整个通过过程,可能初始样本在x=0.45向右移动,稍后干扰物从左侧x=-0.5开始。可以等40步然后检查。手悬停在x=0.243、y=-0.009、z=0.989,指尖0.831,安全,碗顶0.81,余量0.02-0.04。更好的y=0.025、z=0.99可能可达吗?右手伸展几乎最大,因为0.045、1.02失败了。我们可以保持当前0.989,指尖0.831安全。在0.24、y=0.04、0.97时指尖0.812可能接近碗顶0.8。如果碗沿前缘y=0.0,准备在y=-0.009是好的。需要精确抓取物体形状,直径0.12?碗初始视觉直径61像素(0.137),碗沿0.079?让我们重新打开初始裁剪的高机位/腕部图像,因为图像被省略了,但有概念。
原文813 字
We have spent 60 steps prep need wait. We know bowl initial at x .46 y .04 z .79 rim. velocity .004? initial u515 now x? after55 u609 => delta .21 => speed .1m/s 0.004 each. At repeat enters at x -.? Need duration sample entire across likely sample initial x.45 moving right and later distractors start left x-.5. Could wait 40 then inspect. Hand hover x.243 y-.009 z.989 finger tip .831 safe bowl top .81 margin .02-.04. better y .025 z .99 may reachable? right extension nearly max by failed .0451.02. we could hold current .989 tip .831 safe. At .24 y .04 .97 tip .812 maybe close bowl top .8. ready at y-.009 good if bowl rim front y .0. Need exact grasp object shape diameter 0.12? bowl initial visual diameter61px (0.137) rim .079? Let's reopen initial crop high/wrist since images omitted but have concept.
#170:04.0步 100当前播放
reasoning summary我们有巨大的40?需要等到下一个样本出现,也许是150。
原文63 字
We have huge 40? Need wait until next sample appears maybe 150.
#180:05.6步 140当前播放
reasoning summary第二个高杯子从左侧进入,y?可能顶部0.86以上,与低处的手指尖0.83碰撞。杯子通道y=-0.09,碗是0.04?第一张初始图像实际上还没有通过工具查看,但之前包含被省略了?我作为模型之前在心里看到了?需要查看初始图像以确保。
原文259 字
Second tall cup entering left at y? Need may top .86+ collision hand low .83 tip. Cup lane y -.09 vs bowl .04? First initial image hasn't actually been viewed via tools but included omitted before? I as model saw earlier mentally? Need view initial to ensure.
#190:05.6步 140当前播放
reasoning summary我们已经用了140步等待和准备。需要速度观测,新的高杯子从左侧x=-0.7进入。原来的碗可能碗沿在z=0.78。不要抓杯子。抓取准备可能太低,对于在z=0.86通过的高杯子,指尖0.832可能在x=0.24处最终碰撞。需要在杯子到达前计划抬起/收回。速度采样每步2像素≈0.004米/步?初始x=0.46到60步时0.64,给出0.0032。新杯子在左侧可能每步移动0.01?可以在180步时观察。准备位置x=0.243、y=-0.009,指尖底部0.831;杯子y可能为0,z=0.85。最好在等待高杯子时将手移出通道到y=-0.15,或在y=-0.06处抬到1.04,可能吗?要保持在一般物体上方,需要z=1.06垂直,在y=0.015处可能不可能,也许直伸。可以收回到y=-0.1、1.02等待,足够稍后下降前进。需要在杯子通过时看到它。等40步,杯子x=-0.55安全。
原文815 字
We have used 140 steps waiting and preparation. Need speed observation new tall cup enters left x-.7. Original bowl likely z .78 rim. Need not pick cup. Grip prep may be too low for tall passing cup at z .86, tips .832 may collide at x .24 eventually. Need plan raise/retract for cup before arrives. Speed sample 2 pixels/step ≈.004m/step? initial x .46 to .64 at60 gives .0032. New cup at left likely moves .01 per step? Can observe at 180. Ready x .243 y-.009 tips bottom .831; cup y maybe 0 z .85. Better move hand offlane toward y-.15 while waiting tall, or raise to 1.04 at y-.06 possible. To keep above general objects need z1.06 vertical impossible at y.015 maybe straight extension. Could retract to y-.1 1.02 and wait, enough descent advance later. Need see cup when it is crossing. 40 wait cup x-.55 safe.
#200:07.2步 180当前播放
reasoning summary我们已经用了520步。速度x约为每步0.004。匹配,也许碗现在从x=-0.7进入。需要准备拦截在x=0.1而不是0.24,以减少移动/时间。杯子通道y=-0.06,样本y=0.03?新碗左侧像素0,235,低于样本=>通道y=-0.09?需要稍后估计。夹爪手指在z=0.831处伸展安全,而杯子顶部0.86,如果通道接近-0.08且夹爪在-0.009,垫片x端点0.17、0.31,y方向厚度0.02,可能碰撞。杯子估计y=-0.09,所以距离0.081=>也许安全,但需要移到y=0.08?杯子到达时可能造成碰撞。需要准备好抬高,夹爪稍微倾斜->z范围0.84,杯子顶部0.84也许。我们有时间。等40步看碗。
原文659 字
We have 520 steps. speed x about .004 per step. Matching maybe bowl entering x=-.7 now. Need prepare intercept x .1 not .24 to reduce travel/time. Cup lane y=-.06 vs sample y .03? New bowl left pixel0,235 lower than sample y183 => lane y=-.09? Need estimate later. Gripper fingers extent at z.831 safe vs cup top .86 could hit if lane near -.08 and gripper -.009 with pads x endpoints .17,.31 and y spread thickness .02. Cup estimated y -.09 so distance .081 => maybe safe but need move away to y .08? Could create collision when cup arrives. Need ready elevated with gripper angled a bit -> z extent .84, cup top .84 maybe. We have time. Wait 40 to see bowl.
#210:08.8步 220当前播放
reasoning summary需要调整计划。碗通道y=-0.12,初始y=0.03?现在碗像素60,244,z=0.78->y=-0.10。需要三角测量近似初始碗中心实际?左侧匹配的碗可能同样倾斜?需要定位碗沿/大小。需要从高机位和左侧腕部计算中心,如果可见?在观测220,左侧腕部裁剪,碗可能在左侧外。碗中心61,244,z=0.77-0.8->x=-0.52,y=-0.10。传送带速度x每步0.004?在样本0到50,变化80像素对应0.18米->每步0.0036。当前杯子x=-0.35,碗-0.55。需要等到碗x=0.12约170步;总共390,剩余310。足够。我们可以调整右手y到-0.13、z=0.98、x=0.18。这比向前姿态更容易。杯子通道可能y=-0.05,高度0.86,如果路径相同,可能碰到手指尖0.83;右手应移向前方通道-0.13,高度1.04。高悬停在这里可达。需要目标抓取碗外部跨度约0.13?张开手指间距可能0.12。碗半径0.065(深度0.58处像素70->0.14米)。最好沿+x方向捏住碗沿一半?当前夹爪局部y=-X,所以沿世界x方向闭合;张开间距约0.14,垫片宽度0.02,深度。实际碗直径0.14;最大张开指尖间距0.14足够吗?需要检查初始腕部图像以确定大小。
原文1,156 字
Need adjust plan. Bowl lane y=-.12 vs initial y=.03? Now bowl pixel60,244 z .78 ->y -.10. Need triangulate approximate initial bowl center actual .? Matching bowl on left maybe tilted same? Need locate rim/size. Need compute center from high and left wrist if visible? At obs220 left wrist cropped bowl maybe off left. Bowl center 61,244, z .77-.8 -> x-.52,y-.10. Conveyor speed x .004/step? At sample 0 to50 delta 80 pix corresponding .18m ->.0036step. Current cup x-.35, bowl -.55. Need wait until bowl x .12 ~170steps; total390 leaving310. Enough. We can adjust right y to -.13, z .98 and x .18. This is easier than forward pose. Cup lane maybe y=-.05 and height .86 could hit hand fingertips at .83 if same path; right should move towards front lane -.13 and height1.04. High hover reachable here. Need target grasp bowl external span ~.13? Open fingers gap probably.12. Bowl radius .065 (pixel70 at depth.58 ->.14m). Grasp rim pinch preferable half rim along +x? Current gripper local y=-X so closing along world x; open gap ~.14, pads width .02 depth. Actual bowl 0.14 diameter; max open fingertips gap .14 enough? Need examine initial wrist to size.
#220:09.0步 225当前播放
reasoning summary我们有 475,很充裕,但目标在约 (0.72/0.0045)=160 步后到达 x .22。需要几何信息。碗似乎倾斜了?第一个碗看起来开口朝向相机,支撑底部 z .75。新碗图像中的椭圆比第一个更高,是因为 x 为负吗?需要从立体高机位和左侧碗进行三角测量,左侧碗被手(不是腕部)部分遮挡,但当前碗在像素 70,245。z .78 -> y -.10。碗的平移约为每步 .004米。在 220 时中心 60,244 =>。目标碗 y 约为 -.1。我们移动了 -.095,很好。右手高度 .23。需要降低初始 .99 意味着尖端 .833,比碗沿 .80 高 4 厘米。好。杯顶 .85 如果通道 y -.02 与碗 -.1 相比可能会碰到手指;右手指沿 x 方向闭合,所以张开时在 y -.1 处跨度为 x .07、y 宽度 .015,杯半径 .06 可能接近。抬高到 1.05 可确保间隙,并在杯子之后接近。需要规划抓取碗:直径 .14,夹爪张开宽度 .15?在之前的视图中手跨度 90 像素 z .84 -> .18。碗直径 .13 能放下吗?当前手指在尖端的标称开口看起来是 0.14。想要从两侧沿 x 方向全直径抓取。碗中心与目标 x 0.22 相同。需要第六连杆 z 可能为 .908(尖端 .75),这样手指在 z .78 局部 x .13 处接触两侧;预测尖端 .75 几乎到传送带。需要 z .932(尖端 .774,垫片大约 .79-.82)抓取碗沿 .80?我们可以侧捏碗沿较小区域,通过抓取前部碗沿的单层厚度来避免全外径。手指间隙最大 0.1?需要读取右腕相机初始手指位置;夹爪张开最大垫片跨度在 x 投影约 200?我们可以在到达时使用标定和物体测量。让我们先准备 .22,-.11,1.03 然后等待 80。
原文1,532 字
We have 475 plenty but target arrives x .22 in ~ (0.72/.0045)=160 steps. Need geometry. Bowl seems tipped? First bowl looked opening toward camera, supporting bottom z .75. New bowl image ellipse taller than first because x negative? Need triangulate from stereo high and left bowl partly occluded by hand (not wrist) but current bowl at pixels70,245. z .78 -> y -.10 x-.546. Bowl translation ~.004m step. At220 center60,244 => x-.569. Target bowl y ~-.1. We shifted -.095 good. right hand .23 high. Need lower initial .99 means tip .833 4cm above bowl rim .80. Good. Cup top .85 could hit fingers if lane y -.02 vs bowl -.1; right fingers along x closure so open spans x .07 and y width .015 at y -.1, cup radius .06 may near. Raise 1.05 ensures clearance and approach after cup. Need plan grasp bowl: diameter .14, gripper open width .15? In view hand earlier span90pixel z .84 -> .18. Bowl diameter .13 fits? Current finger nominal opening looks 0.14 at tips. Want full diam grasp from sides x. Bowl center same x target 0.22. Need link6 z maybe .908 (tip .75) such fingers contact sides at z .78 local x .13; predicted tip .75 nearly belt. Need z .932 (tips .774, pads around .79-.82) gripping rim .80? We can side pinch rim smaller area avoiding full outer diameter by grasp near front rim single thickness. Finger gap max 0.1? Need read right wrist cam initial finger positions; gripper opened max pads span at xproj ~200? We can use calibration and object measure when arrives. Let's get preparing .22,-.11,1.03 then wait 80.
#230:09.2步 230当前播放
reasoning summary我们有 470,很充裕。需要估计移动中的碗中心 x -0.48 y -.16 z .77。高机位相机像素碗 80,244 在 z .78 计算。杯子 y 接近 -.08。之前初始 y .05。匹配通道 y -.14 确实。右侧等待 -.105 很好但必须测量。我们应该编写几何脚本辅助投影和射线。不需要大量动作移动直到稍后。我们有碗在约 170 步后以 v .0044 步?杯高中心偏移 80 像素 40 = .16米40 => .004米步到达 x .22。碗中心 x -0.47。等待 80 得到 -.15 然后 70 到 .13。需要左臂离开路径?左归位手指 z .92 水平在碗 .8 上方,间隙清晰;杯 .88 顶部低于 .92 可能 .04 余量。
原文636 字
We have 470, plenty. Need estimate moving bowl center x -0.48 y -.16 z .77. Camera high pixel bowl 80,244 at z .78 compute. Cup y near -.08. Earlier initial y .05. matching lane y -.14 indeed. Right waiting -.105 good but must measure. We should write geometry script helper for projections and ray. No need huge actions moving until later. We have bowl reaches x .22 after ~170 steps at v .0044 step? Cup high center shift 80 px40 = .16m40 => .004m step. Bowl center x -0.47. Wait 80 gets -.15 then 70 to .13. Need left arm out of path? Left home fingers z .92 horizontal above bowl .8 clear; cup .88 top below .92 probably .04 margin.
#240:09.2步 230当前播放
reasoning summary我们已经花了 700?230 步很充裕。碗中心 x -.51。速度 0.004/步?20 像素/10 ~ .0043米步。在步骤 220 x -.55 230 -.51;在 400 左右到达 .22。杯 .35?可能需要初始物体碗抓取中心 x?碗半径 .065,夹爪张开间隙 .12?需要捏碗沿。我们需要规划具体抓取稳定抓取区域。碗似乎直径 .14,最大手指距离约 .12?在初始夹爪张开约 .15。如果直径 .13 且内部开口 0.12,可以沿 x 方向全碗外部抓取?需要量化手指几何腕部图像外观和相机。我们最终可以裁剪碗,使用俯视腕部视图。原生成功可能拿起并返回手臂?成功可能检查目标抬起并归位。需要在托盘前中心抓取释放并重置。可能是物体拿起抬起仅在 3 后触发成功?我们会看到。现在等待 60,因为碗很远。
原文842 字
We have spent 700? 230 steps plenty. Bowl center x -.51 y-.11 z.77. Velocity 0.004/step? 20px/10 ~ .0043m step. At step220 x -.55 230 -.51; reach .22 at400ish. Cup .35? Need perhaps initial object bowl gripped center x? Bowl radius .065, gripper open gap .12? Need rim pinch. We need plan specific grasp stable grasp area. Bowl seems diameter .14, max finger distance ~.12? In initial gripper open ~.15. Could full bowl external grip along x if diameter .13 and inner open 0.12? Need quantify finger geometry wrist image apparent and camera. We can crop bowl eventually use overhead-ish wrist views. Native success likely pick and return arms? Likely success checks target lifted and home. Need after grasp release on tray front center and reset. Could be object pick lift only triggers success after 3? We'll see. Wait 60 now since bowl far.
#250:11.6步 290当前播放
reasoning summary需要抓取碗尺寸。碗现在在 x -0.25 z 可能。匹配 65 像素半径 32 高 => 直径 .13。夹爪最大开口 .15?在腕部手指最大宽度约 520 像素在深度 .2。实际内部宽度约 .09?建议抓取碗沿一侧。如果直径 .12 且开口 .1 不够,可以抓取直径。需要评估初始几何垫片分离张开。我们的夹爪高机位相机在到 516 宽度约 106 像素在 => 世界 .13。指尖张开内部 410 到 466?手视觉。我们可以通过腕部间隙从图像和 515 在腕部光学之间推导?接触范围。典型夹爪最大 .08 可能。碗直径 .13,所以捏碗沿。需要选择沿径向向量局部 Y 沿 -世界X(当前方向)抓取近侧碗沿,意味着在右碗沿 x 碗中心 + .06 处捏,一个手指在内一个在外。或者近侧碗沿 y 中心-.055 需要绕世界Z旋转偏航 90° 以闭合 y。需要最简单的当前闭合 x:抓取右碗沿,夹爪中心在碗右边缘 x+ .05,y 碗中心。夹爪局部X向下,局部Y -世界X,局部Z 世界Y。手指主体沿 y 厚度可能 .02 足够。在 z .785-.795 抓取碗沿中部垫片 x 长度。末端执行器在给出尖端 .767 所以低于碗沿。碗本身底部 .74 碗沿 .81?需要从 290 的两张图像精确三角测量。使用精确碗沿点特征。高机位碗在中心 (198,242),腕部中心 (420,405)。可以联合估计射线。让我们读取图像并对碗沿中心或固定条纹点进行三角测量。使用图像高裁剪 2x 和腕部视图可能指尖遮挡。
原文1,552 字
Need grasp bowl dimensions. Bowl now at x -0.25 y-.12 z maybe. Matching 65pix radius 32 high => dia .13. Gripper maximum opening .15? In wrist fingers max width ~520 pixel at depth .2. Actual inner width ~.09? Need bowl rim grasp one side recommended. Could grasp diameter if dia .12 and opening .1 insufficient. Need assess initial geometry pads separation open. Our gripper high cam at x410 to516 width ~106px at z.94 => world .13. Fingertip open inner 410to466? Hand visual. We can derive via wrist gap known from images between x124 and515 at wrist optical? contact reach. Typical ARX gripper max .08 maybe. Bowl diameter .13, so rim pinch. Need choose grasp of near rim along radial vector local Y along -worldX (current orientation) means pinch at right rim x bowl center + .06, leaving one finger inside one outside. Or near side rim y center-.055 requires rotate yaw 90° around worldZ to closing y. Need easiest current closing x: grasp right rim with gripper centered at bowl right edge x+ .05, y bowlcenter. Gripper localX down, local Y -worldX, local Z worldY. Finger bodies thickness along y maybe .02 enough. Grasp rim at z .785-.795 around middle pad xlength. EEF at z.925 gives tip .767 so below rim. Bowl itself base .74 rim .81? Need triangulate accurate from both images at 290. Use feature exact rim points. High bowl at center (198,242), wrist center (420,405). Can estimate jointly with rays. Let's read images and triangulation for rim center or fixed stripe points. Use image high crop 2x and wrist view maybe fingertips occlude.
#260:11.6步 290当前播放
reasoning summary我们每步让碗移动0.004米?x从-0.49到-.248,经过60步,每步.004。拾取x .22需要117步。需要确保碗直径.13对比夹爪开口最大.09?看到的夹爪手指间隙80?实际初始x方向手指分离约.13?如果碗直径.13 > .1,需要夹住边缘捏取而不是全宽。需要从图像标定计算实际开口几何。在向下位姿时,右腕手指黑色在边缘。高机位右手指从到516得到跨度.17?连杆.22 向下远端x .157底部.876。碗边缘.806,直径.13。手指分离也许.13,张开约0.128?需要用高机位图像定位指垫,可以投影已知等。可以选择边缘抓取x边缘y靠近中心,沿x闭合。沿x偏移+.05在碗的右侧然后沿x闭合。手指下降到0.785并在边缘右侧唇上闭合。碗向右移动。优势在最右侧边缘接近手。需要连杆x=物体中心+.048,y=-.12,z=.90?手指接触x .11-.15局部 -> 世界z .75-.79。碗底部顶部.81。需要连杆z .927手指在.769。指垫线?工具手指范围x约.06到.1576。需要对齐在z .79所以连杆z .925。张开跨度也许.1不能到对侧。等碗更近时检查图像。可以用左手?碗当前在-.25下方左侧附近等待附近但没有,右手准备好且每步.004足够。需要等待60到350中心约-.00且杯子x .18接近。高杯子顶部.87?手指.876当前可以闭合通过6毫米坏余量因为y偏移.05和杯子半径.055。需要把手抬更高或移动前方y -.16以避免领先的杯子。当前.221,-.105,1.034手指尖.876高杯子高.84和路径y?杯子顶部中心步290约[284,193]。用左腕三角测量杯子不确定。原始杯子在230顶部中心[167,194],z .84 y -.03?之前桌子中心206在;顶部193在.86。杯子底部在?
原文1,840 字
We have bowl moving 0.004m per step? x from -0.49 to -.248 over60 .004. pickup x .22 needs117 steps. Need ensure bowl diameter .13 vs gripper opening max .09? open gripper finger gap seen 80? actual initial x separation fingers ~.13? Need grasp rim pinch rather than full width if bowl diameter .13 > .1. Need compute actual opening geometry from image calibration. At down pose right wrist fingers black at edges. high right fingers from x404 to516 yields span .17? Link .22 y-.105 z1.034 downward far x end .157 bottom .876. bowl rim .806, diameter .13. finger separation maybe .13 open ~0.128? Need locate pads using high image, can project known etc. Could choose rim grasp x edge y near center with closing x. Offset along x +.05 at right side of bowl then closing x. Fingers descend to 0.785 and close on rim right lip. Bowl moving right. Advantage at rightmost rim approaching hand. Need link x=object_center+.048, y=-.12, z=.90? fingers contact x .11-.15 local -> world z .75-.79. bowl bottom z.755 top .81. Need link z .927 fingers at .769. pads line? Tool fingers range x ~.06 to.1576. Need align at z .79 so link z .925. open span maybe .1 must not opposite side. Need inspect images once bowl closer. Could use left hand? Bowl currently at -.25 beneath left near waiting near but no, right ready and .004 per step ample. Need wait60 to350 center ~-.00 and cup x .18 approaching. Tall cup top .87? fingers .876 current can close pass 6mm bad margin since y off .05 and cup radius .055. Need raise hand more or move front y -.16 to avoid leading cup. Current .221,-.105,1.034 fingers tips .876 tall cup high .84 and path y? cup top center step290 ~[284,193]. triang cup with left wrist uncertain. Original cup at230 top center[167,194], z .84 y -.03? previous table center206 at z.86 y-.075; top193 at .86 y-.043. Cup base at y-.?
#270:13.6步 340当前播放
reasoning summary我们有360步充足。需要抓取正确几何。碗直径.13米 > 夹爪宽度也许.16张开?夹爪从上往下可以抓整个碗对置x边缘也许内间隙.14最大和碗.13,好。当前手指闭合局部Y映射世界-X。远端张开宽度也许±.085?腕部图像碗最终宽度也许260手指外部100?需要检查几何。需要瞄准碗中心y -0.12,z顶部.805,接触z .78底部.75。连杆6在.92得到尖端.762。目标跨在碗上(边缘.80)使用手指长度0.125在z .79 => 连杆6 .915。半径.066夹爪最大间隙似乎.12?如果跨度不足可以捏边缘,在近/前y -0.17一个在内一个在外x径向??当前闭合世界x所以最容易右边缘x中心+.06,y=-.12,手指指垫±x包围边缘(一个在碗内另一个在外)。然后抓取稳定边缘并抬起。整个宽度可能使用手指两侧在碗外.064需要张开内半.05?让我们从当前标定和渲染点推导图像手指相机关系。手指指垫接近全开在腕部x=110和=524在垂直=265顶部等。在典型抓取x=.13向前,相机光学距离.14产生比例2800 -> 宽度。也许.14是的。可以使用只读标定投影来知道尖端坐标并估计。几何手指局部Y闭合规格。已知图像腕部手指似乎在[110,260],[520,260]汇聚。标定连杆6 x局部向下,相机在手指后方有对角线视角。指垫尖端也许[5,480],[640,480](图像外)因为宽。末端可见远端尖端初始高机位相机[485,244]左对比[523,270]?让我们检查初始裁剪。
原文1,643 字
We have 360 steps ample. Need grasp correct geometry. Bowl diameter .13m > gripper width maybe .16 open? Gripper top down can grasp entire bowl opposing x edges perhaps inner gap .14 max and bowl .13, good. Current fingers closing local Y maps world -X. Width open at distal maybe ±.085? Wrist image bowl eventual width maybe 260 with fingers outer 100? Need check geometric. Need aim center bowl y -0.12, z top .805, contact z .78 bottom .75. Link6 at .92 yields tip .762. Target to straddle bowl (rim .80) using finger length 0.125 at z .79 => link6 .915. Radius .066 gripper max gap seems .12? We can pinch rim if span insufficient, at near/front y -0.17 one inside one outside x radial?? Current closing world x so easiest right rim x center+.06, y=-.12, finger pads ±x surround rim (one inside bowl other outside). Then grasp stable rim and lift. Entire width possible use fingers sides outside bowl .064 needing open inner half .05? Let's derive image fingers camera relation from current calibration and rendered points. Finger pads near full open in wrist at x=110 and=524 at vertical=265 top etc. At typical grasp x=.13 forward, camera optics distances .14 yields scale2800 -> width. Maybe .14 yes. Could use read-only calibration project to know tips coordinates and estimate. Geometric fingers local Y closing spec. Known images wrist fingers appear convergence at [110,260], [520,260]. Calibration with link6 x local down, camera behind fingers has view direction diagonal. Pad tips maybe [5,480], [640,480] (outside image) since wide. End visible far tip initial cam high [485,244] left vs[523,270]? Let's inspect initial cropped.
#280:13.6步 340当前播放
reasoning summary我们有 360 步,足够了。需要准确的对象形状,约直径 .13、高度 .05、顶部 .80。夹爪开口宽度?从高机位投影的指尖 x 为 .18 和 .28,间隙 .10,不足以跨过整个 .13 的碗。需要抓取边缘,手指一内一外,例如前缘 y=-.175,闭合 x 意味着在侧面 x 偏移 .05?更好的做法是沿 x 方向夹住碗的侧面,位置在 x=中心+.05、y=-.12,将内侧手指放在碗内,外侧手指放在碗外。完全张开间隙也许 .11,足以容纳 .06 处的边缘,夹爪中心在碗 +.055 意味着左垫片 x 中心+.005 在内侧,右垫片 +.105 在外侧;闭合时右垫片在 +.06 处接触边缘,而内侧手指继续移动直到闭合?中空刚性碗如果内侧手指向下进入内部,可以在顶部靠近边缘处夹紧。但 x 局部闭合方向是世界 -x。夹爪平面为横高,碗底有坡度。如果目标是拿起碗,没有放置,可能抬起足够高就会触发成功?需要等到对象接近 x .15,然后下降抓取边缘,大约在 x .22(右侧)。我们可以设置 y=-.12、z=.915,这样手指深度 .757,接近桌面 .75,如果指尖 .757 只有 7 毫米小,可能碰撞;从 .955 开始,指尖 .797 在顶部。碗轮廓边缘 .81,接触在 .79。指尖垫片实际接触 x 局部 .12-.157;垂直支撑到 .80。需要连杆 z=.945(约指尖 .787)。在碗内可以下降到基座 .765。边缘 +.055 处碗内壁 z=.785,很好。也可以以直径为中心抓取,开口宽度 .14?需要检查手部几何裁剪和 k 计算来确定间隙。标定投影指尖不是闭合区间。实际张开垫片内侧高 465 在 .875 高度给出 .087。最大张开间隙也许 .12。碗直径 .13,底部 .07。向下抓取上边缘需要 .13 宽度,除非倾斜。边缘捏取最容易。需要避开在 x 目标之前、由 .18 车道 y=-.05 处的高杯子,前缘 y=-.125 等间隙。手部高最小值 .876 对比杯子顶部 .864;只有 .012,但杯子 x 现在接近 .125,夹爪 x .22,上部手指间隙。我们应该等杯子足够靠前 x .34 再下降。匹配碗 x .14 然后杯子 .31,与抓取 x .22 的间隔:9 厘米杯子半径 .05+ 手指外侧 .07 => .12;可能碰撞。可以将右夹爪向左移到 x .15,并在碗中心 .2 时抓取后左边缘。然后杯子中心 .4,间隙 .25。这有利。闭合 x 跨过左边缘,x=中心-.055,内侧右手指,外侧左手指。右目标 .16,当碗中心 .215;等待 65 步然后下降跟踪 5 步。杯子 x=.42 清空。红牛中心目标相对碗 -.17,所以在 .045,夹爪 .16 间隔 .115,且 y 红牛约 -.10 相同,更高 .85。夹爪左手指 .10 意味着杯子 .045 半径 .04 加余量 .015 接近临界。可以选择碗的后缘,并沿 y 方向闭合,绕 z 旋转 90 到 q [平方根.5,0,平方根.5,0],手指朝下沿 y 闭合。然后抓取后缘 y=-.055,杯子车道 y=-.05 沿 x,所以最初避开前方;红牛在 x 后方 .18。夹爪手指没有沿 x 长距离延伸,更安全。要夹住后缘,中心 y=-.055,垫片边缘 +/-.045。杯子高处已通过 +.18 余量 .12。碗在前方较低。需要绕全局 z +90 旋转右四元数?当前列 X=-z,Y=-x,Z=y。期望 X=-z Y=y Z=x 旋转俯仰 +90 q .707,0,.707,0。 先=90 * 当前 .5,-.5,.5,.5。目标偏航 0。需要旋转当前 -90 全局 z -> q 轴?每个动作最大 .5 弧度,4 个增量。20 步并等待 30。可以将夹爪宽度沿 y 对齐,中心 y=-.12 跨过直径夹住底部,仍然 .13 宽度。边缘捏取在后部可行。如果中空碗,碗外部形状看起来像浅盘,中心 z=.79,边缘 z=.815?我们稍后可以从右向下相机视觉估计。最好捏取前缘 y=-.17,以避开更靠后的杯子,并且方向 y 闭合。手指中心初始 y=-.17,外侧在 -.225 自由,内侧=-.12 在碗内。右 q .707,0,.707,0。手部垂直闭合 y。连杆 x ~ 预测碗 x .22 在抓取时。放置手 y=-.165 z=.94,向下指尖 .782。需要俯仰自上而下水平 y 跨过前缘。中心 x 碗中心,碗在闭合时向 +x 移动,跟踪 +.004 步。好,让我们
原文3,924 字
We have 360 steps enough. Need accurate object shape ~diameter .13 height .05 top .80. Open gripper width? from high projected fingertips x .18 and .28 gap .10 not enough to straddle whole .13 bowl. Need grasp rim with fingers one inside one outside, e.g front rim y=-.175, close x means at side x offset .05? Better pinch bowl side along x at x=center+.05 y=-.12 placing inner finger inside bowl and outer outside. Open gap full maybe .11 enough rim at .06, center of jaw at bowl +.055 means left pad x center+.005 inside, right pad +.105 outside; closing contacts rim at +.06 with right while inner moves until close? Hollow rigid bowl can clamp near edge at top if inner finger goes down interior. But x-local close world -x. Gripper plane xz and bowl bottom slopes. If goal pick bowl no placement likely lift enough success triggers? Need wait until object near x .15, then descend rim grasp around x .22 (right). We can set y=-.12 z=.915 such fingers depth .757 near table .75 potentially collision if tip .757 7mm small; start .955 tips .797 top. Bowl profile rim .81 edge, contact at .79. Fingertip pads actual contact x local .12-.157; vertical supports to .80. Need link z=.945 (~tip .787). Inside bowl can descend to base at .765. Rim +.055 has bowl inner wall z=.785, good. Can also grasp diameter centered with open width .14? Need inspect hand geometry crop and k calculations to determine gap. Calibration projection tips not closure interval. Actual open pad inside high x418 465 gives .087 at .875 height. Open max gap maybe .12. Bowl diameter .13, base .07. Downwards grasp on upper rim need .13 width unless canted. Rim pinch easiest. Need avoid tall cup at x target precedes by .18 lane y=-.05, front rim y=-.125 etc clearance. Hand high min .876 vs cup top .864; only .012 but cup x approaching now .125, gripper x .22, upper finger gap. We should not lower until cup sufficiently ahead x .34. Matching bowl x .14 then cup .31 separation from grip x .22: 9cm cup radius .05+ hand finger outer .07 => .12; could collide. Could move right gripper left to x .15 and grasp trailing left rim when bowl center .2. Then cup center .4 clearance .25. That advantageous. Closing x across left rim, x=center-.055, inside right finger, outer left. Right target .16 when bowl center .215; wait 65steps then descend track 5 step. Cup x=.42 clear. Redbull center target -.17 relative bowl, so at .045, gripper .16 separation .115 and y redbull~-.10 same, taller .85. Gripper left finger .10 means cup .045 radius .04 plus margin .015 borderline near. Could choose back rim of bowl and orient closing y, rotate around z 90 to q [sqrt.5,0,sqrt.5,0], fingers point down close y. Then grasp rear rim y=-.055, cup lane y=-.05 along x so avoid ahead initially; redbull .18 behind x. Gripper fingers no extended x long, safer. To pinch back rim, center y=-.055, pad edges +/-.045. Cup high passed by +.18 margin .12. Bowl ahead lower. Need rotate right quaternion about global z +90? Current columns X=-z, Y=-x, Z=y. Desired X=-z Y=y Z=x rotation pitch +90 q .707,0,.707,0. qz first=90 * qy90 current .5,-.5,.5,.5. target yaw0. Need rotate current -90 global z -> q axis? each action .5 rad max 4 increments. 20steps and wait 30. Could align gripper width along y and center y=-.12 to straddle base across diameter, still .13 width. Rim pinching works back. If hollow bowl bowl exterior shape appears shallow plate centered z=.79 brim z=.815? We can visually estimate from right downward camera later. Best pinch front rim y=-.17 to avoid cup further back and orientation y close. Finger center initially y=-.17, outer at -.225 free, inner=-.12 inside bowl. Right q .707,0,.707,0. Hand perpendicular closing y. Link x ~ predicted bowl x .22 at grasp. Place hand y=-.165 z=.94, down tips .782. Need pitch top-down horizontal y straddle front edge. Center x bowl center, bowl moves +x while closure, track +.004step. Good. Let's
#290:13.8步 345当前播放
本次没有输出思考
#300:14.0步 350当前播放
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#310:14.2步 355当前播放
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#320:14.4步 360当前播放
本次没有输出思考
#330:14.6步 365当前播放
本次没有输出思考
#340:14.8步 370当前播放
本次没有输出思考
#350:15.0步 375当前播放
reasoning summary我们已经花了 375 步,还剩 325 步,充足。需要抓取碗的方向,也许碗是倒扣的!腕部显示凸起的白色,带有圆形凸起的脚?最初描述为白色浅碗口?这里碗的图像看起来是倒扣的(基座中心大块白色)。可能是倒扣的盘子?需要检查初始腕部看起来顶部是一个内部平坦的碗?需要从侧面外部用两根手指在边缘附近捏取,如果倒扣则不可能一内一外,但边缘可以跨过,一个在倾斜外表面,另一个在外面。碗高度从像素顶部/后缘 215 前缘 270 中心 244 估计。从高机位几何,如果中心 z .79,实际边缘 .76,底部顶部 .81?需要从腕部三角测量精确表面以了解形状。我们可以使用已知标记的多视图匹配。如果跨整个碗直径居中抓取,也许不需要精确?张开手指宽度最大 .085,碗直径 .13。如果壁向下倾斜,边缘捏取更容易。需要夹爪钳口沿 Y 方向,中心 y=-.16,手指靠近 +y=-.11 在碗底外部,外侧 -y=-.21。在高度 z=.79 闭合。内侧指尖不能穿透碗。需要在内侧手指位于碗上方时下降,但该手指接触斜面。可以倾斜?需要理解对象。碗确实是倒扣的,看初始高机位看到的白色内部?让我们重新打开裁剪图。
原文1,276 字
We have spent 375 steps plenty remaining325. Need grasp bowl orientation maybe bowl upside down! Wrist shows convex white with circular raised foot? Initial described white shallow bowl mouth? Here bowl image appears upside down (base center large white). Could be plate upside down? Need inspect initial wrist looked top a bowl with flat interior? Need grasp outside across side with two fingers near rim pinch both one inside impossible if upside down but rim could straddle with one on sloping exterior and other outside. Bowl height estimate from pixel top/back rim215 front270 center244. From high geometry if center z.79 actual rim .76 and bottom top .81? Need triangulate exact surface from wrist to know shape. We can use multi-view matching known markings. Maybe no need precise if centered grasp across entire bowl diameter? Open finger width max .085, bowl .13 dia. Rim pinch easier if wall sloping down. Need gripper jaws orient Y, center y=-.16, finger near +y=-.11 on bowl bottom exterior, outer -y=-.21. Close at height z=.79. inner finger tip can't penetrate bowl. Need descend when inner finger over bowl but that finger contacts slope. Could tilt? Need understand object. Bowl is inverted indeed looking initial high viewed white interior? Let's reopen crop.
#360:15.0步 375当前播放
本次没有输出思考
#370:15.0步 375当前播放
reasoning summary糟糕,碗翻了!看中心凸起的圈足,是的,盘子翻倒了吗?初始时碗是否同样以底部圈足朝下展示?如果翻倒了,需要在靠近桌面处抓取宽边沿,无法从内部捏取?需要估计高度。俯视图中碗中心有凸起的平坦底环,放射状图案向外延伸。原物体可能是正放的碗,内部也有不明显的平底和环。腕部视角中中心椭圆明显凸起的高台,看起来是倒置的。需要通过三角测量轮廓和中心来确定。有中心平台吗?可以利用已知的初始高中心进行三角测量。让我们从高机位和腕部相机获取图像,视觉上相同特征有稳健标记。在观测375 高机位中心 [363,245?],边缘底部 [364,269],顶部 [363,215]。右侧腕部中心 [200,353],底部边缘?映射轴不同。可以通过手动匹配圈足黑色交点来计算极线点三角测量。更好的方法是在 z 上使用射线平面映射从高机位到腕部,并比较地标。使用单应性叠加预测位置以对应 z。在高机位碗中心圈足 [363,247] 投影到不同 z 的腕部应为中心环 [204,353]。需要数值。
原文1,083 字
Oops bowl inverted! Look center raised foot ring yes dish overturned? Initial bowl same displayed with bottom foot ring? Need grasp wide rim if inverted near table impossible interior pinch? Need estimate heights. Top overhead bowl center raised flat base ring, radial pattern goes outward. Native object maybe bowl upright interior also flat bottom with ring indistinct. Wrist perspective center ellipse prominent raised plateau seems upside down. Need triangulate contour and center to determine. Has center platform .? Can triangulate high center initial known. Let's get images visually from high and wrist same features robust mark. At obs375 high center [363,245?] rim bottom[364,269], top[363,215]. right wrist center [200,353], bottom rim? mapping different axes. Could compute epipolar point triangulation by manually same foot ring black intersections. Better ray-plane map high-to-wrist over z and compare landmark. Use homography overlay predicted positions for z. At high bowl center foot [363,247] projected varying z to wrist should center ring[204,353]. Need numeric.
#380:15.0步 375当前播放
reasoning summary需要暂停思考,图像中碗看起来是倒置的吗?原始物体可能是倒置的碗。高机位看起来有同心中央平坦区域和放射线。腕部裁剪显示底部圈足中央凸起圆盘,边缘宽而低。是的,物体可能是盘子?初始高机位在 x .45 处是碗口?我们称之为碗,也许是翻转的条纹碗或盘子。需要抓取稳定的外部形状,要么边缘要么横跨主体。模型通常物体中的碗?白色碗带黑色条纹,来自物体数据集,可能是碗 0?倒置?需要通过已知图像对应关系三角测量表面轮廓,比较中心底部与边缘。我们可以识别高机位中心像素 (364,242?) 和腕部中心 (194,343)。我们之前的测试不匹配。需要完整的高机位裁剪。
原文701 字
Need pause think image bowl appears upside down? Native original may bowl inverted. High looks concentric central flat area and radial lines. Wrist crop shows bottom foot ring central raised disk, rim wide lower. Yes likely object a plate? Initial high at x .45 bowl opening? We called bowl perhaps overturned striped bowl or plate. Need grasp stable outer shape either rim or across body. Model often YCB objects bowls? White bowl black stripes from objects dataset maybe bowl 0? Upside down? Need triangulate surface profile known image correspondences central bottom vs rim. We can identify at high center pixel (364,242?) and wrist center (194,343). Our test mismatch earlier. Need full crop high.
#390:15.0步 375当前播放
本次没有输出思考
#400:15.0步 375当前播放
reasoning summary我们在 375,325 步足够。需要精确抓取。碗是正放的,看起来是凹的。中心高 364,247,但腕部中心可能是 201,343。用匹配图案特征三角测量 p 可能可靠。需要识别前边缘像素高机位 364,269 ↔ 腕部 313?方向在俯视图中旋转。映射投影前边缘 y=-.176 在 z .80 得到腕部 u?? 使用带 R 的点。
原文353 字
We are at 375 325 steps enough. Need exact grasp. Bowl is upright looks concave. Center high 364,247 but wrist center maybe 201,343. Triangulate p with matching pattern features maybe reliable. Need identify front rim pixel high364,269 ↔ wrist313? Orientation rotated overhead. Map projected front rim y=-.176 at z .80 gives wrist u?? Use points with R.
#410:15.0步 375当前播放
本次没有输出思考
#420:15.2步 380当前播放
reasoning summary我们有 320 步。需要在 x .221 附近计时,发生在第 408 步。在 398 下降。需要抓取 z 约 .93,使指尖 .772,垫 .79。碗内底 .77,指尖在 .772 处几乎触底。稳定边缘侧面在 z .8。手指接触局部 .13 对应 z .8 => 末端执行器 .93。好。需要手指间隙约 .12;跨边缘抓取,张开手指在 y -.24 和 -.12。内侧手指在碗中心到达 .77,如果下降太远可能碰底。选择 .948 指尖 .7904 垫 .816 通常太高?垫末端 .157 在 .790,边缘 .802,好,1 厘米重叠。夹爪跨度 y ±.05;内侧在边缘壁内部地板,安全。外侧 -.23。闭合会移位吗?捏取中心 -.178 瞄准边缘 -.18。两指汇聚接触外侧而内侧,可以固定。需要碗边缘在近侧高底部对应 .8?计算吻合,是的。我们等 14 步然后下降 .035 并在 411 捕获。在 380 中心 x .11。需要 27 步。下降 5 步到 .965 然后短距离到 .946,希望边缘 x 在手指垫宽度约 .02 内,在 403。可以开始等待 15,然后下降 6 再闭合 8 跟踪 x。需要匹配运动每步 .004。准备保持。在 395 中心 .17,前边缘在 x .17。下降 6 -> .194。手指 x 宽度可能 .03。需要在 403 为 .202 并闭合 5=>.222。好。我们应该保持 15,然后下降高 .965 用 2 步等。
原文1,323 字
We have 320 steps. Need timing near x .221 occurs step408. Lower at 398. Need grasp z about .93 to tips .772, pads .79. Bowl inner bottom .77 maybe fingertips inside at .772 barely bottom. Stable rim side at z .8. Finger contact local .13 corresponds z .8 => eef .93. Good. Need fingers gap maybe .12; across rim grasp with open fingers at y -.24 and -.12. Inside finger at bowl center y-.12 reaches .77 might hit bottom if descending too far. choose .948 tips .7904 pads .816 typical too high? Pads end .157 at .790, rim .802, good 1cm overlap. gripper spans y ±.05; inner y-.13 at rim wall interior floor z.77, safe. Outer -.23. Close will displace? pinch centered -.178 targeting rim at -.18. two fingers converge contact outer y-.18 while inner y-.17, could secure. Need bowl rim at near side high uv bottom corresponds .8? computed fits yes. We'll wait 14 then lower .035 and capture at 411 maybe. At 380 center x .11. Need 27 steps. lower take 5 to .965 then short further .946, want rim x within finger pad width ~.02 at 403. Can begin waiting 15, then descent 6 then close 8 tracking x. Need match motion .004 per step. Ready x.22 holds. at395 center.17, front rim at x .17. desc 6 -> .194. fingers x width maybe .03. Need at403 .202 and closing 5=>.222. Fine. We should hold for15, then descend high .965 for2 etc.
#430:15.8步 395当前播放
reasoning summary需要细化碗 x 现在 .17。夹爪 .221 -> 差 .05。需要在接下来约 13 步内拾取,下降 .05 到 .937(指尖 .779)。需要内外边缘 .18 手指 ± .046?边缘 y 近 -.18。q 纯垂直,腕部图像手指左 = +y(内侧),右=-y 外侧。腕部中碗在夹爪左侧,因为通道前方?投影碗边缘近处应在图像和?当前碗最右 (近边缘),抓取中心,碗中心 289。手指在边缘 x± -> 当前垫目标 y -.178 是近边缘,是的。需要 x 对齐碗,当中心移动 .05。在当前碗中心 y =.?? 腕部相机图像碗最右在,对应近边缘。需要下降 0.045 用 4 步;也许等 5?我们可以对齐 x 到碗当前+.014=.184,两步降到 .957。需要从那里跟踪。指尖 .80 在 .957 正好边缘,移动 2 步 .008。q 闭合。然后接下来 2 步下降 .938 指尖 .78 接触垫可能 x .13 -> z .808。抓取垫实际范围 .1-.1576(z .78-.84),边缘 .80 好。好。保持手指距离内侧,当下降 z .78,内侧手指可能接触碗斜面在,碗底 z .76 因此足够 >.78。外侧 -.223 不。闭合物体在形状。需要中心 y 可能 -.165 对于边缘在接触 z .795 如果壁斜。去 -.十七。
原文1,262 字
Need refine bowl x now .17. Gripper .221 -> difference .05. Need pick in next ~13steps, descend .05 to .937 (tips .779). Need inside/outside rim .18 fingers ± .046? Rim y near -.18. q pure vertical, wrist image finger left = +y (inner), right=-y exterior. Bowl in wrist left of gripper due lane front? Project bowl rim near should at x image320 and y293? current bowl rightmost x330 (near rim), grasp center x320, bowl center uv159 289. Fingers at edges x± -> current pad target y -.178 is near rim yes. Need x alignment bowl when center moves .05. At current bowl center y =.?? wrist camera images bowl rightmost at x330 which corresponds near rim y-.18. Need descend 0.045 taking 4steps; maybe wait 5? We can align x to bowl current+.014=.184 lowering to .957 in two steps. Need track from there. Tip .80 at .957 exact rim, moving 2steps .008. q close. Then next 2 descend .938 tips .78 contact pads likely x .13 -> z .808. Grasp pad actual range .1-.1576 (z .78-.84), rim .80 good. Fine. Keep fingers distance interior side when lower z .78, inner finger may touch bowl slope at y-.133 where bowl bottom z .76 thus enough >.78. Outer - .223 no. Close object at y-.17 shape. Need center y perhaps -.165 for rim at contact z .795 if wall slope. Go -. seventeen.
#440:15.9步 397当前播放
reasoning summary我们有 300 步。需要精确接触边缘中心右视图 (331,268) 对比夹爪预期指尖中心 (320,285)?手指张开大垫左右在边缘。在姿态 p .194,-.178,.967 指尖 z .8094,碗边缘 z .8。边缘 y -.183 可能。需要下降 .024 到 .943 -> 指尖 .785 垫接触在 .797。跟踪 x +.008/2。目标 .194?碗中心 x .182?在观测395 中心 x .174;397 .182。手 .194 提前 12 毫米。可能在 399 .19。需要在 399 手 .20 + .006。y -.173 可能边缘 .182?需要中心捏取 y -0.175 有内侧垫 .14 外侧 .21。好。z .938?垫开始 x=.11 z=.857 如果 .967;远指尖 .809。活动垫可能 .13 ->.837 当前在上方。需要下降 .035 .932 -> 接触 .792 在 .14。指尖 .774 足够碗底在 .74。目标先 .944。
原文742 字
We have 300 steps. Need precise contact rim center right view (331,268) vs gripper expected tip center (320,285)? Finger open huge pad left and right at edges. At pose p .194,-.178,.967 tips z .8094, bowl rim z .8. Rim y -.183 perhaps. Need descend .024 to .943 -> tips .785 pads contact at .797. Track x +.008/2. target .194? bowl center x .182? At obs395 center x .174 ;397 .182. hand .194 12mm ahead. likely at399 .19. Need at399 hand .20 + .006. y -.173 maybe rim .182? Need center pinch y -0.175 has inner pad .14 outer .21. Good. z .938? Pad begins x=.11 z=.857 if .967; far tips .809. Active pad maybe .13 ->.837 currently above. Need down .035 .932 -> contact .792 at .14. fingertips .774 enough bowl bottom at .74. Target .944 first.
#450:16.0步 399当前播放
reasoning summary需要检查几何形状的指垫。在 z .946 处指尖为 .788。边缘可能是 .788?在视图中碗的边缘垂直到底部。左侧手指内部接触点?需要降低接触质心局部 x .12 -> .826,因此需要 z .916 才能到垫 .796。指尖 .758 基座皮带 .75 间隙 .008。需要边缘 .80?我们可以利用匹配的独特设计点稳健地三角测量边缘。当前高机位被遮挡但远端边缘未被阻挡。比较原始尺寸。可以计算靠近边缘的高点等于后部;腕部 u 靠近?我们得到碗边缘图像靠近顶部 .15 0.8。当前边缘在靠近 y -0.18 处投影到 u~346。右手指在当前张开 +?抓取中心靠近边缘是的。闭合方向沿 y(u 轴反向)良好。需要降低 0.025 到 .92 然后闭合。x 目标当前 .2 对比碗中心 .186 在399;未来403 .202 完美。让我们小幅移动。
原文847 字
Need examine geometry finger pads. At z .946 fingers tip .788. Rim maybe .788? in view bowl rim x345 vertical to bottom. Finger inside left u125 contact points? Need lower contact centroid local x .12 -> .826 so need z .916 to pad .796. Tip .758 base belt .75 clearance .008. Need rim .80? We can triangulate rim robust use matched unique design dot. Current high obscured but far rim unblocked. Compare original dims. Could compute point near rim high x410 v215 equals back y-.06 z.797; wrist u near? We have bowl rim image near top .15 0.8. Current rim edge at near y -0.18 projects to u~346. The right finger at u515 currently open +? grasp center u320 is near rim edge yes. Closing direction along y (u axis reversed) good. Need lower 0.025 to .92 then close. x target current .2 vs bowl center .186 at399; future403 .202 perfect. Let's small.
#460:16.0步 401当前播放
reasoning summary我们需要评估我们已经做了很多动作但预算足够。靠近边缘形状高约顶部 z .8 底部 .75。指尖在 .77,垫跨度 .?当前图像碗 y 边缘,手指间间隙到514。期望闭合中心像素320 在指尖平面。边缘在从中心向右内侧意味着实际靠近边缘在 y -0.19?抓取中心 -0.174 和碗近边缘 -0.184;相对中心 -0.17?需要现在闭合跟踪 x .216 z .927。夹爪将在约?2 步内将手指从 1->0 移动 .?在原生 0.04 控制可能 1 步闭合 .?让我们做2步。
原文540 字
We need assess we've made many actions but enough budget. Near rim shape high approx top z .8 bottom .75. tips at .77, pad spans .? Current image bowl y edge x373, gap between fingers x135 to514. Desired closure center pixel320 at tip plane. Rim at x370 inside toward right from center means actual near rim at y -0.19? Grasp center -0.174 and bowl near edge -0.184; relative center -0.17? Need close now tracking x .216 y-.177 z .927. Gripper will move fingers 1->0 over ~? 2 steps .? At native 0.04 ctrl maybe 1 step closure .? Let's do2.
#470:16.1步 403当前播放
reasoning summary需要闭合完成边缘移动碗可能因接触轻微旋转;没有意外障碍物接触。在步骤403 夹爪开口 .576 手指间隙仍然。闭合2步跟踪 +.008。
原文174 字
Need close finish rim moves bowl maybe rotated slightly by contact; no unintended obstacles contact. At step403 gripper opening .576 fingers gap still. Close2 tracking +.008.
#480:16.2步 405当前播放
reasoning summary需要注意物体移动了 y?接触轻柔预期。闭合几步。
原文61 字
Need note object moved y? Contact gentle expected. Close few.
#490:16.3步 407当前播放
本次没有输出思考
#500:16.4步 409当前播放
reasoning summary我们需要继续验证提升。有约?令牌 32k 预算?我们用了 13k?需要管理。测量右上升 .019 碗高似乎改变了半径中心?碗相对于腕部轻微倾斜但跟随指尖。抓取开口现在 .163 随着闭合进行。可能需要再静止提升 .02 以确认。目标拾取匹配可能要求提升 >.05 成功并重置。我们需要做提升 .025。
原文394 字
We need continue verify lift. Have ~? tokens 32k budget? We used 13k? Need manage. Measured right up .019 bowl high appears changed radius center? Bowl tilting slightly relative wrist but follows fingertips. Grasp opening now .163 as closure progresses. Need maybe lift another .02 stationary to confirm. Goal pick matching likely require elevating >.05 success and reset. We need do lift .025.
#510:16.4步 411当前播放
reasoning summary我们碗倾斜更糟但被夹持移动 z?需要进一步提升原生可能阈值 .1 离开表面然后重置。当前夹爪 .971 和碗中心可能因倾斜 .79?看起来边缘夹持碗倾斜远侧更低。需要再 .08。物体在垫之间稳定无滑动?图像因枢轴闭合强烈变化。可以短提升 .04。需要确保能接近罐子后面 x .09 间隙碗最左 .15 和罐最右 .125 边距 .025,如果夹持不动且罐每10步前进 .004 会碰撞。需要向右前移动同时尽快上升。主要提升 .07 移动 y 负 .02 和 x+.02 在 .1 内安全远离罐。使用2步在 .995 和 x .23,。
原文652 字
We have bowl tilt worse but held moves z? Need lift further native likely threshold .1 off surface and then reset. Current gripper .971 and bowl center maybe .79 due tilt? It looks rim pinch bowl tilted far side lower. Need .08 more. Object stable between pads no slip? image changed strongly due pivot closing. Can lift .04 short. Need ensure can approaching can behind x .09 gap bowl leftmost .15 and can rightmost .125 margin .025, if held not moving and can advancing .004 each within 10 steps collides. Need move right forward while raise soon. Primary lift .07 move y negative .02 and x+.02 within .1 safe away can. Use2 at .995 and x .23, y-.19.
#520:16.5步 413当前播放
reasoning summary需要现在思考结果。碗看起来悬挂倾斜(接近垂直?高前部看起来浅椭圆因为后面)。需要提升直到成功可能阈值 0.1 加重置可能操作目标拾取然后重置。我们有 287 步充足。需要碗运输到中央支架?指令拾取匹配可能任务逻辑匹配选定提升超过 0.1 并归位。支架前中央灰色垫可能放置目标可能拾取正确物体然后放在平台上?指令没有明确放置但平台常见传送带拾取。我们必须从可见矩形支架 ~0.13 在 y=-.4 z=.75 推断可能是目标。需要最终释放到上面并重置。可能达到拾取阈值并自动立即结束?所以提升。确保碗不滑动:相对图像碗移动旋转严重尽管被夹持,边缘保持在垫之间。碗因抓取越来越倾斜垂直?可能只是相机透视:腕部图像俯视变换 y。相同四元数但上升碗变小?边缘居中。碗左范围30 对比之前离屏;是的碗因弱夹持在提升时旋转。接触靠近边缘确认但不稳定。需要保持提升进一步更短。
原文1,173 字
Need think outcome now. Bowl appears hanging tilted (near vertical? high front looks shallow ellipse because behind). Need lift until success likely threshold 0.1 plus reset perhaps manipulation goal pick then reset. We have 287 steps ample. Need bowl transported to central stand? Instruction pick matching likely task logic matching selected lift over 0.1 and home. Stand front central gray pad maybe placement goal likely pick correct object then place on platform? Instruction no explicit place but platform common conveyor pick. We must infer from visible rectangular stand ~0.13x0.1 at y=-.4 z=.75 perhaps target. Need eventually release on it and reset. Could achieve pick threshold and auto end immediately? So raise. Ensure bowl not slipping: relative image bowl shifting rotating heavily despite held, rim stays between pads. Bowl is increasingly tilt vertical due to grasp? Could simply be camera perspective: wrist image top down transformed y. At same quat but goes up bowl smaller? Rim centered x330. Bowl left extent30 vs offscreen prior; yes bowl rotates as lifting due to weak clamp. Contact near rim confirmed but unstable. Need hold lift further shorter.
#530:16.6步 415当前播放
reasoning summary我们有充足 285 但任务需要拾取可能提升阈值 >0.1。碗倾斜约45度向下,中心 z .82 当前手1.014 接触 .87 碗中心 .83。需要提升到 1.1 可能原生。如果技能任务上下文只是返回开始。可能需要放置基座中心在 ,,?我们应该充分提升然后原生如果成功拾取返回可能需要两者重置?原生成功在结束前为假。必须知道操作完成前不释放。我们可能运输到基座明显的灰色方块 0, -.39?可能是目标区域没有指令放置但典型传送带拾取任务成功可能提升正确物体并返回手臂。过去环境中任务成功计算接触夹爪提升可能当重置?但重置需要释放。需要完成物体在目标支架灰色方块视觉设计“拾取匹配”可能放在传送带前平台。我们可以考虑。需要当前最终结束在仅提升后可能我们不在阈值以上因为碗中心必须 >.9。提升。
原文1,016 字
We have plenty 285 but task needs pick maybe lift threshold >0.1. Bowl tilted about 45 degrees down, center z .82 current hand1.014 contact .87 bowl center .83. Need lift to 1.1 and maybe native. If skill task context just return starts. Could need placement pedestal center at x0,y-.37,z.75? We should lift sufficiently then native if success picked return may require both reset? Native_success false until ended. Must no release until know manipulation complete. We may transport to pedestal obvious gray square 0, -.39? Might be target area no instruction placement but typical conveyor pick task success likely lift correct object and return arms. In past environments tasks success computed contact gripper lift maybe when reset? But reset requires release. Need accomplish object on target stand gray square visual designed "pick matching" perhaps place at conveyor front platform. We can consider. Need current final ended after only lift maybe we are not above threshold because bowl center must >.9. Raise.
#540:16.8步 420当前播放
reasoning summary我们已抓取碗。需要原生成功可能阈值高度 > .9;当前碗中心 z .?在手 1.067 指尖 .91,碗中心 .915?为什么成功为假?可能需要返回手臂带碗?指令目标出现时拾取,原生可能要求物体提升 .1 并返回原位。任务标准需要重置释放。可能需要放在前垫 ,,?初始场景前中央灰色基座看起来目标托盘通用平台可能意图放置?指令只拾取。需要提升更多或保持。当前碗高图像在 (与原始相同因前移)不明显。需要达到拾取阈值可能 .15。初始碗中心 .77,目标当前抓取接触手-.135=.932,碗可能 .91;提升 .14。想要 .2 => 手1.14。可以提升到1.14 在用 q垂直逆运动学可能最大1.14。让我们做。
原文829 字
We have bowl grasp. Need native success maybe threshold height > .9; current bowl center z .? At hand 1.067 fingertip .91, bowl center .915? Why success false? Need likely return arms with bowl? Instructions goal pick when appears, native may require object lift .1 and return home. Task standard requires reset release. Could need place on front pad x0,y-.37,z.75? Initial scene gray pedestal at front center looks target tray generic platform maybe intended placement? Instruction only pick. Need lift more or maintain. Current bowl high image at y250 (same as original due frontmove) not apparent. Need achieve pick threshold likely .15. At initial bowl center .77, target current grasp contact hand-.135=.932, bowl maybe .91; lift .14. Want .2 => hand1.14. Can raise to1.14 at y-.28 with qvertical IK maybe max1.14. Let's do.
#550:16.9步 422当前播放
本次没有输出思考
03

双臂运动轨迹

俯视 + 侧视
左臂 右臂 起点 终点 当前帧
俯视(横向–纵向)
侧视(横向–高度)· 纵向放大
步 — 左 — 右 — 单位:米

两个红点分别是当前播放帧左、右臂的末端位置,随视频播放与拖动同步;轨迹取自每一帧观测文件里记录的左右臂末端位置。侧视图只在桌面端显示。

04

动作判断

41 条
每次 robot_act 前写下的判断,行尾是这一次规划的动作步数
0:00.00第一个物体是右侧的条纹白碗。我正在抬起并俯仰右夹爪,使其朝向准备姿态,同时观察它在传送带上的运动。
原文157 字
The first object is the striped white bowl on the right. I am raising and pitching the right gripper toward a ready pose while observing its conveyor motion.
5 步
0:00.25样本碗正在向右移动。我正在避开它,并将张开的右夹爪移向一个较高的拦截姿态,以便之后抓取匹配的物体。
原文158 字
The sample bowl is moving to the right. I am keeping clear of it and moving the open right gripper toward a high intercept pose for the later matching object.
5 步
0:00.410最初的条纹碗继续向右移动,必须让它通过。我正在将右夹爪推进到传送带上方,并增大其向下的俯仰角,同时保持手指张开且不接触任何物体。
原文189 字
The initial striped bowl continues rightward and must be allowed to pass. I am advancing the right gripper above the belt and increasing its downward pitch, with the fingers open and clear.
5 步
0:00.615样本仍然位于夹爪右侧较远处。我正在穿过空旷区域,朝传送带中心线和一个朝下的抓取姿态移动。
原文152 字
The sample remains well to the right of the gripper. I am moving through clear space toward the belt centerline and a downward-facing grasp orientation.
5 步
0:00.820条纹样本正从右侧经过,没有发生接触。我正在继续从高处接近,移向中央拦截位置,以便之后抓取与其匹配的物体。
原文151 字
The striped sample is passing the right side without contact. I am continuing the high approach to a central interception position for its later match.
5 步
0:01.025右夹爪前方是空旷的传送带空间。我正在继续朝就绪姿态移动,采用更陡的向下接近角度,并在经过的物体上方保持充足高度。
原文164 字
There is clear belt space ahead of the right gripper. I am continuing toward the ready pose with a steeper downward approach and ample height above passing objects.
5 步
0:01.230右手指尖仍位于空旷传送带上方,而样本在更右侧。我正在将就绪姿态向前移动,并让手指向下旋转。
原文150 字
The right fingertips remain above empty belt, while the sample is farther right. I am moving the ready pose forward and rotating the fingers downward.
5 步
0:01.435前方传送带空旷,右手正在接近其等待高度。我正在完成向下朝向,同时朝观测到的物体通道移动。
原文166 字
The belt ahead is clear and the right hand is approaching its waiting height. I am completing the downward orientation while shifting toward the observed object lane.
5 步
0:01.640样本碗正越过等待区域继续远离。我正在将右手向前移动到空旷通道上方,手指朝下,以便之后抓取碗。
原文167 字
The sample bowl is moving away beyond the waiting area. I am moving the right hand forward above the empty lane, with its fingers pointing down for a later bowl grasp.
5 步
0:01.845手现在几乎垂直,且已避开样本。我正在推进其等待位置,使其对齐到传送带物体通道上方。
原文133 字
The hand is now nearly vertical and clear of the sample. I am advancing its waiting position to align above the conveyor object lane.
5 步
0:02.050样本正接近视野右边缘。我正在空旷通道上方完成一个高位等待姿态,并在张开的手指下方留出间隙。
原文149 字
The sample is nearing the right edge of the view. I am finishing a high waiting pose over the empty lane, leaving clearance beneath the open fingers.
5 步
0:02.255较高的前向目标未移动,未通过局部运动学检查。我正在使用一个稍低的中间姿态,该姿态仍能让指尖保持在观测到的碗沿上方。
原文182 字
The higher forward target failed the local kinematic check without moving. I am using a slightly lower intermediate pose that still leaves the fingertips above the observed bowl rim.
5 步
0:02.460条纹样本正从右侧离开,张开的右夹爪已悬停在通道上方。我将观察一小段时间,以留意接下来的物体,避免错过返回的匹配物体。
原文186 字
The striped sample is exiting to the right, and the open right gripper is poised above the lane. I will watch for the next objects in a short interval so a returning match is not missed.
40 步
0:04.0100第一个条纹碗已离开视野,传送带目前为空。右手已在通道上方就绪;我将等待一小段时间,让新物体进入。
原文173 字
The first striped bowl has left the view and the conveyor is currently empty. The right hand is ready above the lane; I will wait a short interval for a new object to enter.
40 步
0:05.6140一个高个带图案的杯子正从左侧进入;它与浅条纹碗不匹配。它距离右手仍然很远,因此我将观察它在一小段时间内的移动。
原文180 字
A tall patterned cup is entering from the left; it does not match the shallow striped bowl. It is still far from the right hand, so I will watch its movement over a short interval.
40 步
0:07.2180一个浅碗已开始在高杯后方进入,但其图案仅部分可见。两者都仍在等待中的夹爪左侧较远处;我将稍作等待,以识别该碗并估计其通道。
原文206 字
A shallow bowl has begun entering behind the tall cup, but its pattern is only partly visible. Both are still far left of the waiting gripper; I will wait briefly to identify the bowl and estimate its lane.
40 步
0:08.8220新出现的浅白色碗与第一个物体的黑色径向图案相匹配,并且更靠近传送带前部移动。我正在将张开的手移向该通道,同时保持其抬起。
原文199 字
The newly visible shallow white bowl matches the first object's black radial pattern and travels closer to the front of the belt. I am shifting the open hand toward that lane while keeping it raised.
5 步
0:09.0225匹配的碗仍然位于中心偏左。我正在将右手定位到其前方通道的上方,并为引领它的较高杯子留出额外的垂直间隙。
原文164 字
The matching bowl is still left of center. I am positioning the right hand above its frontward lane, with extra vertical clearance for the taller cup that leads it.
5 步
0:09.2230匹配的条纹碗位于准备好的右手左侧约 0.7米处,并正稳定地向右移动。我将等待 60 步,留出时间在它到达拾取区域之前细化对齐。
原文196 字
The matching striped bowl is about 0.7 m left of the prepared right hand and is moving steadily rightward. I will wait 60 steps, leaving time to refine alignment before it reaches the pickup area.
60 步
0:11.6290匹配的碗现在接近 x = -0.25米,并以每步约 4 毫米的速度朝右手前进。等待 50 步可使它远未到达拾取点,同时允许更清晰的腕部视野。
原文193 字
The matching bowl is now near x = -0.25 m and advancing toward the right hand at about 4 mm per step. A 50-step wait keeps it well short of the pickup point while allowing a clearer wrist view.
50 步
0:13.6340碗正以宽而浅的碗沿接近。我正在将闭合方向转向其前碗沿,以进行内外捏取,并在高杯经过时保持高位。
原文177 字
The bowl is approaching with a wide shallow rim. I am turning the closing direction across its front rim for an inside-and-outside pinch, staying high while the tall cup passes.
5 步
0:13.8345抬起的手已避开领先的杯子,碗仍在其后方。我正在继续偏航对齐,使指垫能够跨在碗的近侧碗沿两侧。
原文162 字
The raised hand is clear of the leading cup and the bowl remains behind it. I am continuing the yaw alignment so the finger pads can straddle the bowl's near rim.
5 步
0:14.0350碗的前碗沿仍然畅通无阻。我正在通道上方完成抓取对齐,然后再开始任何下降。
原文123 字
The bowl's front rim remains unobstructed. I am completing the grasp alignment above the lane before beginning any descent.
5 步
0:14.2355匹配的碗正移动到杯子后方的可及范围内。我正在完成旋转,以沿近侧碗沿的法线闭合,同时手仍远高于它。
原文155 字
The matching bowl is moving into reach behind the cup. I am finishing the rotation to close along the near rim's normal, with the hand still well above it.
5 步
0:14.4360碗距离右手约 0.19米,其碗沿在腕部视图中可见。我正在继续最终的偏航调整,同时保持间隙。
原文160 字
The bowl is about 0.19 m short of the right hand and its rim is visible in the wrist view. I am continuing the final yaw adjustment while maintaining clearance.
5 步
0:14.6365碗正稳定接近,并保持在张开的手指下方。在下降之前,我几乎完成了碗沿捏取姿态。
原文134 字
The bowl is steadily approaching and remains below the open fingers. I am nearly completing the rim-pinch orientation before lowering.
5 步
0:14.8370右手位于近侧碗沿通道上方,杯子正从其远侧经过。我正在完成向下姿态,沿碗壁法线闭合。
原文165 字
The right hand is above the near rim lane and the cup is passing on its far side. I am completing the downward orientation with closing along the bowl wall's normal.
5 步
0:15.0375腕部视图确认这是一个直立的浅碗,近侧碗沿大约在 y = -0.18米处。我正在下降到预抓取高度,同时保持碗沿和经过杯子上方的间隙。
原文181 字
The wrist view confirms an upright shallow bowl with the near rim around y = -0.18 m. I am lowering to a pregrasp height while retaining clearance above the rim and the passing cup.
5 步
0:15.2380碗距离抓取中心约 0.11米,大约每步移动 4 毫米。张开的手指指尖位于其碗沿上方;我将等待 15 步,然后进行最后的短距离下降。
原文173 字
The bowl is about 0.11 m short of the grasp center, moving roughly 4 mm per step. The open fingertips are above its rim; I will wait 15 steps before the final short descent.
15 步
0:15.8395匹配的碗的近侧碗沿几乎位于张开的手下方。我正在做短距离下降并向左移动以跟踪碗沿,保持一根手指在碗壁内侧、一根在外侧。
原文180 字
The matching bowl's near rim is almost under the open hand. I am making a short descent and shifting left to track the rim, keeping one finger inside and one outside the bowl wall.
2 步
0:15.9397腕部视图显示近侧碗沿位于张开的手指之间,手略微领先于碗中心。我正在跟随其向右运动的同时再下降一小段。
原文184 字
The wrist view shows the near rim between the open fingers, with the hand slightly ahead of the bowl center. I am lowering another short increment while following its rightward motion.
2 步
0:16.0399指垫已对齐跨在碗的近侧壁上,但看起来仍位于碗沿较高处。我正在跟踪移动的碗的同时做最后一次小幅下降,保持指尖在传送带上方。
原文189 字
The finger pads are aligned across the bowl's near wall, but still appear high on the rim. I am making a small final descent while tracking the moving bowl, keeping the tips above the belt.
2 步
0:16.0401近侧碗沿位于对齐的指垫之间,一根手指在碗内,另一根在碗外。我正在跟随其向右运动的同时轻轻闭合,然后将通过小幅抬升来测试抓取。
原文207 字
The near rim lies between the aligned finger pads, with one finger inside the bowl and the other outside. I am closing gently while following its rightward motion, then will test the grasp with a small lift.
2 步
0:16.1403夹爪已部分闭合,碗沿仍位于其夹垫之间;尚未确认牢固夹持。我正在完成闭合,同时跟随碗的运动,但暂不抬起。
原文179 字
The gripper is partway closed and the rim remains between its pads; a firm hold is not yet confirmed. I am completing closure while matching the bowl's motion without lifting yet.
2 步
0:16.2405现在两个夹垫都明显接触到了近侧碗壁的两侧。我正保持手部稳定以完成夹紧,然后再测试碗是否会随抬升而移动。
原文164 字
Both pads now visibly contact opposite sides of the near bowl wall. I am holding the hand steady to finish the pinch before testing whether the bowl follows a lift.
2 步
0:16.3407碗沿仍被夹住,不再随传送带自由前进。我正在保持姿态不变的情况下做一次 2 厘米的测试抬升,以确认夹住的是匹配的碗。
原文166 字
The rim remains pinched and no longer advances freely with the conveyor. I am making a 2 cm test lift with orientation fixed to verify that the matching bowl is held.
2 步
0:16.4409碗随测得的手部抬升 19 毫米一同升起,并仍位于夹垫之间,尽管略有倾斜。我正在再做一次小幅垂直抬升,以确认夹持稳定并脱离传送带。
原文197 字
The bowl rose with the 19 mm measured hand lift and remains between the pads, though it has tilted slightly. I am making another small vertical lift to confirm a stable hold and clear the conveyor.
2 步
0:16.4411匹配的碗仍被夹住并正在被抬离,但悬挂时从其碗沿处倾斜。我正在进一步抬高它,并稍微将其拉向前方,以与接近的罐子保持间隙。
原文199 字
The matching bowl remains pinched and is lifting clear, but hangs tilted from its rim. I am raising it further and drawing it slightly toward the front to maintain clearance from the approaching can.
2 步
0:16.5413碗继续跟随夹爪,其碗沿仍被夹住,且未与附近的罐子接触。我正在再抬升一小段,同时朝传送带前方的开阔空间移动。
原文191 字
The bowl continues to follow the gripper, with its rim still held and no contact with the nearby can. I am lifting another short increment while moving toward open space in front of the belt.
2 步
0:16.6415碗正牢固地跟随手部,但悬挂在碗沿抓取点下方。我正在传送带前方的空旷空间中进一步抬高它,使整个碗脱离传送带。
原文170 字
The bowl is securely following the hand but hangs below the rim grasp. I am raising it farther in the clear space ahead of the belt so the whole bowl clears the conveyor.
5 步
0:16.8420匹配的碗已随夹爪完成抬升,并与经过的物体保持间隙。我正在开阔空间中再抬高一点以完成抓取,之后进行稳定放置并返回。
原文205 字
The matching bowl has followed the gripper through the lift and remains clear of the passing objects. I am raising it a little farther in open space to finish the pickup before stable placement and return.
5 步
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