Yunpeng Qing

According to our database, Yunpeng Qing authored at least 10 papers between 2022 and 2025.

Collaborative distances:

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

2025

BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning.

Yunpeng Qing, Shuo Chen, Yixiao Chi, Shunyu Liu, Sixu Lin, Changqing Zou

CoRR, June, 2025

Curricular Subgoals for Inverse Reinforcement Learning.

Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, Yun-Fu Liu, Mingli Song

IEEE Trans. Intell. Transp. Syst., March, 2025

Powerformer: A Section-adaptive Transformer for Power Flow Adjustment.

Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Yong Wang, Jie Song, Mingli Song

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

CADP: Towards Better Centralized Learning for Decentralized Execution in MARL.

Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song

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

2024

Advantage-Aware Policy Optimization for Offline Reinforcement Learning.

Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

CoRR, 2024

A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective.

Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

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

Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks.

Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Curricular Subgoals for Inverse Reinforcement Learning.

Shunyu Liu, Yunpeng Qing, Shuqi Xu, Hongyan Wu, Jiangtao Zhang, Jingyuan Cong, Tianhao Chen, Yunfu Liu, Mingli Song

CoRR, 2023

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song

CoRR, 2023

2022

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges.

Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song

CoRR, 2022