Reward-free Pretraining for Reinforcement Learning via Occupancy Coverage Maximization

Marco Pratticò, Pietro Novelli, Massimiliano Pontil +1

Sparse rewards pose a central challenge in reinforcement learning, since agents receive no informative signal until they reach their goal. Intrinsic-reward methods address this iss…