GEM: Guided Expectation-Maximization for Behavior-Normalized Candidate Action Selection in Offline RL

Haoyu Wang, Jingcheng Wang, Shunyu Wu +1

Offline reinforcement learning (RL) can fit strong value functions from fixed datasets, yet reliable deployment still hinges on the action selection interface used to query them. W…