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@rohanpaul_ai· @rohanpaul_ai · X·· 2026-08-30AI 评分28
AI 导读

强化学习让机器人保持了类似人类的跑步姿态。人类摆臂主要是为了抵消迈步给躯干带来的扭转,而机器人手臂由电机、齿轮和线缆构成,快速摆动会持续产生高扭矩。前倾则把质心移到脚前方,让双足机器人减少维持直立的时间,把更多步幅转化为前进动力。

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Reinforcement learning apparently kept this running posture over human form

A person swings the arms mainly to stop the upper body from twisting with every stride, the twist that each leg puts into the torso. A robot arm is motors, gears, and wires. fast swinging will generate high torque, over and over, for a full lap.

The forward lean puts the mass where speed wants it. It shifts the center of mass ahead of the feet. For a biped, that can mean less time fighting to stay upright and more of each step going into forward motion.

https://t.co/9iVnNu0zhQ

来源:@rohanpaul_ai · x.com