Cong Guan

Joined

March 2022

Names

Cong Guan (Preferred)

Emails

****@lamda.nju.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Nanjing University (nju.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

Coauthor

2022 – 2024

Expertise

multi agent reinforcement learning

2020 – 2024

multi agent system

2020 – 2024

Publications

Adaptable Safe Policy Learning from Multi-task Data with Constraint Prioritized Decision Transformer
Ruiqi Xue, Ziqian Zhang, Lihe Li, Cong Guan, Lei Yuan, Yang Yu
- NeurIPS 2025 poster
- Readers: Everyone
Efficient Multi-Agent Cooperation Learning through Teammate Lookahead
Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu
- Accepted by TMLR
- Readers: Everyone
Diffusion-Guided Safe Policy Optimization From Cost-Label-Free Offline Dataset
Feng Chen, Zhilong Zhang, Jiacheng Xu, Lei Yuan, Cong Guan, Zongzhang Zhang, Yang Yu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching
Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu
- ICLR 2025 Poster
- Readers: Everyone
Haland: Human-AI Coordination via Policy Generation from Language-guided Diffusion
Lei Yuan, Kunmin Lin, Ziqian Zhang, Lihe Li, Feng Chen, Jingyu Ru, Cong Guan, Yang Yu
- Submitted to ICLR 2025
- Readers: Everyone
Multi-Agent Domain Calibration with a Handful of Offline Data
Tao Jiang, Lei Yuan, Lihe Li, Cong Guan, Zongzhang Zhang, Yang Yu
- NeurIPS 2024 poster
- Readers: Everyone
Quality-Diversity with Limited Resources
Ren-Jian Wang, Ke Xue, Cong Guan, Chao Qian
- ICML 2024 Poster
- Readers: Everyone
Efficient Human-AI Coordination via Preparatory Language-based Convention
Cong Guan, Lichao Zhang, Chunpeng Fan, Yi-Chen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
One by One, Continual Coordinating with Humans via Hyper-Teammate Identification
Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu
- Accepted by TMLR
- Readers: Everyone
One by One, Continual Coordinating with Humans via Hyper-Teammate Identification
Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 18 publications

Co-Authors

View all 34 co-authors