Stochastic Gradient Descent with Dependent Data for Offline Reinforcement Learning

Jing Dong, Xin T. Tong

In reinforcement learning (RL), offline learning decoupled learning from data collection and is useful in dealing with exploration-exploitation tradeoff and enables data reuse in m…