Bootstrap Advantage Estimation for Policy Optimization in Reinforcement Learning

Md Masudur Rahman, Yexiang Xue

This paper proposes an advantage estimation approach based on data augmentation for policy optimization. Unlike using data augmentation on the input to learn value and policy funct…