A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning

Francisco M. Garcia, Philip S. Thomas

In this paper we consider the problem of how a reinforcement learning agent that is tasked with solving a sequence of reinforcement learning problems (a sequence of Markov decision…