Evaluation-Aware Reinforcement Learning

Shripad Vilasrao Deshmukh, Will Schwarzer, Scott Niekum

Policy evaluation is a core component of many reinforcement learning (RL) algorithms and a critical tool for ensuring safe deployment of RL policies. However, existing policy evalu…