Clustering Markov Decision Processes For Continual Transfer

M. M. Hassan Mahmud, Majd Hawasly, Benjamin Rosman +1

We present algorithms to effectively represent a set of Markov decision processes (MDPs), whose optimal policies have already been learned, by a smaller source subset for lifelong,…