Variational Dynamic for Self-Supervised Exploration in Deep Reinforcement Learning

Chenjia Bai, Peng Liu, Kaiyu Liu +3

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