Ömer Tarık Banuş

Learning Structured Locomotion References for Optimization-Based Whole-Body Control

Quadruped locomotion requires coordinating body motion,contact forces, foothold placement, and gait timing. We present a hierarchical controller in which reinforcement learning adapts these structured locomotion references while a gait scheduler, reactive footstep planner, and whole-body impulse controller retain respo...