Synthesizing Programmatic Policies with Actor-Critic Algorithms and ReLU Networks

Spyros Orfanos, Levi H. S. Lelis

Programmatically Interpretable Reinforcement Learning (PIRL) encodes policies in human-readable computer programs. Novel algorithms were recently introduced with the goal of handli…