Long-Term Visitation Value for Deep Exploration in Sparse Reward Reinforcement Learning

Simone Parisi, Davide Tateo, Maximilian Hensel +3

Reinforcement learning with sparse rewards is still an open challenge. Classic methods rely on getting feedback via extrinsic rewards to train the agent, and in situations where th…