Thomas Degris

Adapting Behavior via Intrinsic Reward: A Survey and Empirical Study

2020 · Journal of Artificial Intelligence Research

Learning about many things can provide numerous benefits to a reinforcement learning system. For example, learning many auxiliary value functions, in addition to optimizing the environmental reward, appears to improve both exploration and representation learning. …