Physics-Guided Residual Reinforcement Learning for Humanoid Narrow-Path Traversal

Tianchen Huang, TianChen Huang, Sisheng Chen +10

Traversing narrow paths is challenging for humanoid robots due to the sparse and safety-critical footholds required. Purely template-based or end-to-end reinforcement learning-base…