Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning

Yanchao Sun, Furong Huang

Model-based reinforcement learning algorithms make decisions by building and utilizing a model of the environment. However, none of the existing algorithms attempts to infer the dy…