Hau, Jia Lin

3 publications

AISTATS 2025 Q-Learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis Jia Lin Hau, Erick Delage, Esther Derman, Mohammad Ghavamzadeh, Marek Petrik

NeurIPS 2025 Risk-Averse Total-Reward Reinforcement Learning Xihong Su, Jia Lin Hau, Gersi Doko, Kishan Panaganti, Marek Petrik

NeurIPS 2023 On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh, Marek Petrik