Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation

Bo Pang, Zhong-Ping Jiang

This paper studies the robustness of reinforcement learning algorithms to errors in the learning process. Specifically, we revisit the benchmark problem of discrete-time linear qua…