The Humanoid Hub· @TheHumanoidHub · X·· 21 天前AI 评分52
AI 导读
一段视频显示,完成物理控制的是一个通用模型而非专用机器人策略,Gemini 4 在高层指令下通过推理和使用工具完成投篮任务。其四步方法为:观察人类投掷并映射到自身关节;用相机在 3D 中定位篮板并构建物理仿真;在仿真中练习调整站姿和挥臂以获得平滑弧线;在真机上根据每次落点按厘米级微调,直到 7 次投篮命中。
AI 生成摘要 · 以原文为准
正文
A generalist model, not a dedicated robot policy, pulled off physical control by reasoning and using tools.
Here's the four-step approach Gemini 4 figured out, given high-level instructions and the overall task:
- Watched a human throw, and mapped the motion to its own joints.
- Used its cameras to locate the board in 3D, and built a physics sim.
- Practiced in simulation, tuning its stance and swing for a smooth arc.
- On the real robot, watched each landing and adjusted by centimeters until 7 shots went in.
来源:The Humanoid Hub · x.com