Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning

no code implementations • 17 Oct 2020 • Chenjia Bai, Peng Liu, Kaiyu Liu, Lingxiao Wang, Yingnan Zhao, Lei Han

Efficient exploration remains a challenging problem in reinforcement learning, especially for tasks where extrinsic rewards from environments are sparse or even totally disregarded.

Efficient Exploration reinforcement-learning +2