Task-Aware Exploration via a Predictive Bisimulation Metric

Dayang Liang, Ruihan Liu, Lipeng Wan +2

Accelerating exploration in visual reinforcement learning under sparse rewards remains challenging due to the substantial task-irrelevant variations. Despite advances in intrinsic…