Accelerating Reinforcement Learning with Suboptimal Guidance

Eivind Bøhn, Signe Moe, Tor Arne Johansen

Reinforcement Learning in domains with sparse rewards is a difficult problem, and a large part of the training process is often spent searching the state space in a more or less ra…