Chengdong Ma

According to our database, Chengdong Ma authored at least 20 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Goal Discovery with Causal Capacity for Efficient Reinforcement Learning.

Yan Yu, Yaodong Yang, Zhengbo Lu, Chengdong Ma, Wengang Zhou, Houqiang Li

CoRR, August, 2025

EconGym: A Scalable AI Testbed with Diverse Economic Tasks.

Qirui Mi, Qipeng Yang, Zijun Fan, Wentian Fan, Heyang Ma, Chengdong Ma, Siyu Xia, Bo An, Jun Wang, Haifeng Zhang

CoRR, June, 2025

Fast Visuomotor Policies via Partial Denoising.

Haojun Chen, Minghao Liu, Xiaojian Ma, Zailin Ma, Huimin Wu, Chengdong Ma, Yuanpei Chen, Yifan Zhong, Mingzhi Wang, Qing Li, Yaodong Yang

CoRR, March, 2025

Mean Field Correlated Imitation Learning.

Zhiyu Zhao, Chengdong Ma, Qirui Mi, Ning Yang, Xue Yan, Mengyue Yang, Haifeng Zhang, Jun Wang, Yaodong Yang

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs.

Zhaowei Zhang, Fengshuo Bai, Qizhi Chen, Chengdong Ma, Mingzhi Wang, Haoran Sun, Zilong Zheng, Yaodong Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment.

Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems.

Zhaowei Zhang, Fengshuo Bai, Mingzhi Wang, Haoyang Ye, Chengdong Ma, Yaodong Yang

Proceedings of the Artificial General Intelligence - 18th International Conference, 2025

Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning.

Wenzhe Fan, Zishun Yu, Chengdong Ma, Changye Li, Yaodong Yang, Xinhua Zhang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Sample-Efficient Regret-Minimizing Double Oracle in Extensive-Form Games.

Xiaohang Tang, Chiyuan Wang, Chengdong Ma, Ilija Bogunovic, Stephen McAleer, Yaodong Yang

CoRR, 2024

Conflux-PSRO: Effectively Leveraging Collective Advantages in Policy Space Response Oracles.

Yucong Huang, Jiesong Lian, Mingzhi Wang, Chengdong Ma, Ying Wen

CoRR, 2024

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Models Alignment.

Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang

CoRR, 2024

A Survey on Self-play Methods in Reinforcement Learning.

Ruize Zhang, Zelai Xu, Chengdong Ma, Chao Yu, Wei-Wei Tu, Shiyu Huang, Deheng Ye, Wenbo Ding, Yaodong Yang, Yu Wang

CoRR, 2024

Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles.

Jiesong Lian, Yucong Huang, Mingzhi Wang, Chengdong Ma, Yixue Hao, Ying Wen, Yaodong Yang

CoRR, 2024

Incentive Compatibility for AI Alignment in Sociotechnical Systems: Positions and Prospects.

Zhaowei Zhang, Fengshuo Bai, Mingzhi Wang, Haoyang Ye, Chengdong Ma, Yaodong Yang

CoRR, 2024

Panacea: Pareto Alignment via Preference Adaptation for LLMs.

Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Red Teaming Game: A Game-Theoretic Framework for Red Teaming Language Models.

Chengdong Ma, Ziran Yang, Minquan Gao, Hai Ci, Jun Gao, Xuehai Pan, Yaodong Yang

CoRR, 2023

Confrontation and Obstacle-Avoidance of Unmanned Vehicles Based on Progressive Reinforcement Learning.

Chengdong Ma, Jianan Liu, Saichao He, Wenjing Hong, Jia Shi

IEEE Access, 2023

2022

Fully Decentralized Model-based Policy Optimization for Networked Systems.

Yali Du, Chengdong Ma, Yuchen Liu, Runji Lin, Hao Dong, Jun Wang, Yaodong Yang

CoRR, 2022

Scalable Model-based Policy Optimization for Decentralized Networked Systems.

Yali Du, Chengdong Ma, Yuchen Liu, Runji Lin, Hao Dong, Jun Wang, Yaodong Yang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2018

Design of a Low-Power Cold Chain Logistics Internet of Things System.

Heshuai Shao, Ronglin Hu, Chengdong Ma

Proceedings of the Advances in Internet, 2018