Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models. - Muhan Lin; Shuyang Shi; Yue Guo 003; Behdad Chalaki; Vaishnav Tadiparthi; Ehsan Moradi-Pari; Simon Stepputtis; Joseph Campbell; Katia P. Sycara (EMNLP (Findings), 2024)

Speedup Techniques for Switchable Temporal Plan Graph Optimization. - He Jiang; Muhan Lin; Jiaoyang Li 001 (AAAI, 2025)

Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning. - Muhan Lin; Shuyang Shi; Yue Guo 003; Vaishnav Tadiparthi; Behdad Chalaki; Ehsan Moradi-Pari; Simon Stepputtis; Woojun Kim; Joseph Campbell; Katia P. Sycara (CoRR, 2025)