ContractionPPO: Certified Reinforcement Learning via Differentiable Contraction Layers

Vrushabh Zinage, Narek Harutyunyan, Eric Verheyden +2

Legged locomotion in unstructured environments demands not only high-performance control policies but also formal guarantees to ensure robustness under perturbations. Control metho…