SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning

Daoming Lyu, Fangkai Yang, Bo Liu +1

Deep reinforcement learning (DRL) has gained great success by learning directly from high-dimensional sensory inputs, yet is notorious for the lack of interpretability. Interpretab…