Robust Reinforcement Learning via Adversarial training with Langevin Dynamics. - Parameswaran Kamalaruban; Yu-Ting Huang 003; Ya-Ping Hsieh; Paul Rolland; Cheng Shi; Volkan Cevher (NeurIPS, 2020)

Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch. - Luca Viano; Yu-Ting Huang 003; Parameswaran Kamalaruban; Adrian Weller; Volkan Cevher (NeurIPS, 2021)

Robust Learning from Observation with Model Misspecification. - Luca Viano; Yu-Ting Huang 003; Parameswaran Kamalaruban; Craig Innes; Subramanian Ramamoorthy; Adrian Weller (AAMAS, 2022)