Iteratively Refined Behavior Regularization for Offline Reinforcement Learning

Xiaohan Hu, Yi Ma, Chenjun Xiao +2

One of the fundamental challenges for offline reinforcement learning (RL) is ensuring robustness to data distribution. Whether the data originates from a near-optimal policy or not…