Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning

Mingqi Yuan, Bo Li, Xin Jin +1

Exploration is critical for deep reinforcement learning in complex environments with high-dimensional observations and sparse rewards. To address this problem, recent approaches pr…