Policy Generalization In Capacity-Limited Reinforcement Learning

no code implementations • 27 Sep 2018 • Rachel A. Lerch, Chris R. Sims

Motivated by the study of generalization in biological intelligence, we examine reinforcement learning (RL) in settings where there are information-theoretic constraints placed on the learner's ability to represent a behavioral policy.

reinforcement-learning Reinforcement Learning (RL)