2 papers
cs.RO2025
Motion Priors Reimagined: Adapting Flat-Terrain Skills for Complex Quadruped Mobility
Zewei Zhang, Chenhao Li, Takahiro Miki +1
Reinforcement learning (RL)-based motion imitation methods trained on demonstration data can effectively learn natural and expressive motions with minimal reward engineering but of…
cs.RO2024
Online Optimization of Central Pattern Generators for Quadruped Locomotion
Zewei Zhang, Guillaume Bellegarda, Milad Shafiee +1
Typical legged locomotion controllers are designed or trained offline. This is in contrast to many animals, which are able to locomote at birth, and rapidly improve their locomotio…