Learning from the Unseen: Offline Reinforcement Learning with Hidden Actions

Zeyu Bian, Ying Zhou, Yifan Cui

Standard offline reinforcement learning (RL) algorithms typically assume that the actions in the dataset are observed without error. However, in many real-world applications, the t…