Pessimistic Model Selection for Offline Deep Reinforcement Learning

Chao-Han Huck Yang, Zhengling Qi, Yifan Cui, Pin-Yu Chen

Abstract: Deep Reinforcement Learning (DRL) has demonstrated great potentials in solving sequential decision making problems in many applications. Despite its promising performance, practical gaps exist when...