Intrinsically Motivated Self-supervised Learning in Reinforcement Learning

Yue Zhao, Chenzhuang Du, Hang Zhao +1

In vision-based reinforcement learning (RL) tasks, it is prevalent to assign auxiliary tasks with a surrogate self-supervised loss so as to obtain more semantic representations and…