Self-Imitation Learning

Junhyuk Oh, Yijie Guo, Satinder Singh, Honglak Lee

Abstract: This paper proposes Self-Imitation Learning (SIL), a simple off-policy actor-critic algorithm that learns to reproduce the agent’s past good decisions. This algorithm is designed to verify our hypo...