A Compression-Inspired Framework for Macro Discovery

Francisco M. Garcia, Bruno C. da Silva, Philip S. Thomas

In this paper we consider the problem of how a reinforcement learning agent tasked with solving a set of related Markov decision processes can use knowledge acquired early in its l…