Fitted Q-Iteration via Max-Plus-Linear Approximation

Y. Liu, M. A. S. Kolarijani

In this study, we consider the application of max-plus-linear approximators for Q-function in offline reinforcement learning of discounted Markov decision processes. In particular,…