Implicit Generative Modeling for Efficient Exploration

Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu

Abstract: Efficient exploration remains a challenging problem in reinforcement learning, especially for those tasks where rewards from environments are sparse. In this work, we introduce an exploration appro...