BRPO: Batch Residual Policy Optimization

Sungryull Sohn, Yinlam Chow, Jayden Ooi +4

In batch reinforcement learning (RL), one often constrains a learned policy to be close to the behavior (data-generating) policy, e.g., by constraining the learned action distribut…