Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks

Liyuan Zheng, Yuanyuan Shi, Lillian J. Ratliff, Baosen Zhang

Abstract: This paper focuses on finding reinforcement learning policies for control systems with hard state and action constraints. Despite its success in many domains, reinforcement learning is challenging ...