Ma, Haitong

6 publications

L4DC 2025 Efficient Duple Perturbation Robustness in Low-Rank MDPs Yang Hu, Haitong Ma, Na Li, Bo Dai

ICML 2025 Efficient Online Reinforcement Learning for Diffusion Policy Haitong Ma, Tianyi Chen, Kai Wang, Na Li, Bo Dai

NeurIPS 2025 Learning Preferences Without Interaction for Cooperative AI: A Hybrid Offline-Online Approach Haitong Ma, Haoran Yu, Haobo Fu, Shuai Li

L4DC 2024 Multi-Agent Coverage Control with Transient Behavior Consideration Runyu Zhang, Haitong Ma, Na Li

L4DC 2022 Joint Synthesis of Safety Certificate and Safe Control Policy Using Constrained Reinforcement Learning Haitong Ma, Changliu Liu, Shengbo Eben Li, Sifa Zheng, Jianyu Chen

ICML 2022 Reachability Constrained Reinforcement Learning Dongjie Yu, Haitong Ma, Shengbo Li, Jianyu Chen