Rule-Guided Reinforcement Learning Policy Evaluation and Improvement

Martin Tappler, Ignacio D. Lopez-Miguel, Sebastian Tschiatschek +1

We consider the challenging problem of using domain knowledge to improve deep reinforcement learning policies. To this end, we propose LEGIBLE, a novel approach, following a multi-…