Artificial Intelligence, Machine Learning, Data Science, Data, Reinforcement Learning.
Li, Laixi Shi, Yuxin Chen, Yuejie Chi, Yuting Wei Abstract : This paper is concerned with offline reinforcement learning (RL), which learns using pre-collected data without further exploration. Effective offline RL would be able to accommodate distribution shift and limited data coverage. However,