Imitation Learning from Human Motion Alone Does Not Guarantee Biomechanically Plausible Gait Kinetics
Motion-only imitation learning fails to produce biomechanically plausible gait kinetics; kinetics-aware rewards using GRF and CoP are essential for physical consistency in RL-based gait simulation.
Mar 12, 2026
