Reward Shaping for Reinforcement Learning with Omega-Regular Objectives

E. M. Hahn, M. Perez, S. Schewe +3

Recently, successful approaches have been made to exploit good-for-MDPs automata (Büchi automata with a restricted form of nondeterminism) for model free reinforcement learning, a…