Gupta, Rahul, Aditya Kanade, and Shirish Shevade. “Deep Reinforcement Learning for Syntactic Error Repair in Student Programs”. Proceedings of the AAAI Conference on Artificial Intelligence 33, no. 01 (July 17, 2019): 930–937. Accessed July 13, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/3882.