Temporal-Causal Inference for Reinforcement Learning via Automata Learning

Jan Corazza, Daniil Kaminskyi, Simon Lutz +4

We consider reinforcement learning in environments with dynamics that undergo an irreversible phase transition governed by a hidden temporal pattern. The agent observes the base st…