Lillian J. Ratliff

Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks

2020 · arXiv (Cornell University)

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 to apply to problems with hard constraints, especially …