Dengpeng Xing

Associate Professor, Institute of automation, Chinese academy of science, Chinese Academy of Sciences

Joined

May 2022

Names

Dengpeng Xing (Preferred)

Emails

****@ia.ac.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning Causal Dynamics Models in Object-Oriented Environments
Zhongwei Yu, Jingqing Ruan, Dengpeng Xing
- ICML 2024 Poster
- Readers: Everyone
Learning Causal Dynamics Models in Object-Oriented Environments
Zhongwei Yu, Jingqing Ruan, Dengpeng Xing
- Submitted to ICLR 2024
- Readers: Everyone
Offline Pre-trained Multi-agent Decision Transformer
Linghui Meng, Muning Wen, Chenyang Le, Xiyun Li, Dengpeng Xing, Weinan Zhang, Ying Wen, Haifeng Zhang, Jun Wang, Yaodong Yang, Bo Xu
- Published: 01 Jan 2023, Last Modified: 09 May 2023
- Mach. Intell. Res. 2023
- Readers: Everyone
Explainable Reinforcement Learning via a Causal World Model
Zhongwei Yu, Jingqing Ruan, Dengpeng Xing
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
GCS: Graph-Based Coordination Strategy for Multi-Agent Reinforcement Learning
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
- 2022 (modified: 24 Apr 2023)
- AAMAS 2022
- Readers: Everyone
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
Jingqing Ruan, Yali Du, Xuantang Xiong, Dengpeng Xing, Xiyun Li, Linghui Meng, Haifeng Zhang, Jun Wang, Bo Xu
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- CoRR 2022
- Readers: Everyone
Efficient Spatiotemporal Transformer for Robotic Reinforcement Learning
Yiming Yang, Dengpeng Xing, Bo Xu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Robotics Autom. Lett. 2022
- Readers: Everyone
Learning in Bi-level Markov Games
Linghui Meng, Jingqing Ruan, Dengpeng Xing, Bo Xu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IJCNN 2022
- Readers: Everyone
Learning Multi-Agent Action Coordination via Electing First-Move Agent
Jingqing Ruan, Linghui Meng, Xuantang Xiong, Dengpeng Xing, Bo Xu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICAPS 2022
- Readers: Everyone
A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space
Dengpeng Xing, Jiale Li, Tielin Zhang, Bo Xu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Neural Networks Learn. Syst. 2022
- Readers: Everyone

View all 36 publications

Co-Authors

View all 33 co-authors