S-REINFORCE: A Neuro-Symbolic Policy Gradient Approach for Interpretable Reinforcement Learning. - Rajdeep Dutta; Qincheng Wang; Ankur Singh; Dhruv Kumarjiguda; Xiaoli Li 001; Senthilnath Jayavelu (CoRR, 2023)

Interpretable Policy Extraction with Neuro-Symbolic Reinforcement Learning. - Rajdeep Dutta; Qincheng Wang; Ankur Singh; Dhruv Kumarjiguda; Xiaoli Li 001; Senthilnath Jayavelu (ICASSP, 2024)