Unverified50% confidenceFactExact time
The revised reward function is designed around pelvis height, torso orientation, posture, flat foot contact, motion smoothness, and avoidance of ankle joint limits.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Training Whole-Body Recovery Policies for Humanoid Robots: From Reward Design to DC Motor Modeling
redditr/reinforcementlearning10/17/2026
Related Entities
Related Claims
UnverifiedAfter incorporating flat sole contact and ankle limit avoidance into the reward, the policy is more inclined to complete recovery using reasonable support methods.77% similarUnverifiedProposed solutions to the four-footed grounding problem include adding foot contact rewards, adjusting torque penalty weights, incorporating symmetry constraints, and improving the anti-slip mechanism.75% similar
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