A Theoretical Connection Between Statistical Physics and Reinforcement Learning

Jad Rahme, Ryan P. Adams

Sequential decision making in the presence of uncertainty and stochastic dynamics gives rise to distributions over state/action trajectories in reinforcement learning (RL) and opti…