Shanqi Liu

Joined

May 2021

Names

Shanqi Liu (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Zhejiang University (zju.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2019 – 2024

Expertise

reinforcement learning

2019 – 2024

Publications

Outward Odyssey: Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
Yiwen Zhu, Jinyi Liu, Yifu Yuan, Wenya Wei, Zhenxing Ge, qianyi fu, Shanqi Liu, Zhou Fang, Yujing Hu, Bo An
- Submitted to ICLR 2025
- Readers: Everyone
Solving Homogeneous and Heterogeneous Cooperative Tasks with Greedy Sequential Execution
Shanqi Liu, Dong Xing, Pengjie Gu, Xinrun Wang, Bo An, Yong Liu
- ICLR 2024 spotlight
- Readers: Everyone
True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning
Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An
- ICLR 2024 poster
- Readers: Everyone
Expert demonstrations guide reward decomposition for multi-agent cooperation
Weiwei Liu, Jing Wei, Shanqi Liu, Yudi Ruan, Kexin Zhang, Yang Jiang, Yong Liu
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- Neural Comput. Appl. 2023
- Readers: Everyone
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
- ICML 2023 Poster
- Readers: Everyone
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
Shanqi Liu, Yujing Hu, Runze Wu, Dong Xing, Yu Xiong, Changjie Fan, Kun Kuang, Yong Liu
- 2023 (modified: 18 Apr 2023)
- CoRR 2023
- Readers: Everyone
Multi-Agent Cooperation via Unsupervised Learning of Joint Intentions
Shanqi Liu, Weiwei Liu, Wenzhou Chen, Guanzhong Tian, Yong Liu
- Published: 01 Jan 2023, Last Modified: 17 Nov 2023
- CoRR 2023
- Readers: Everyone
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- CoRR 2023
- Readers: Everyone
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
Shanqi Liu, Yujing Hu, Runze Wu, Dong Xing, Yu Xiong, Changjie Fan, Kun Kuang, Yong Liu
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- AAMAS 2023
- Readers: Everyone
Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification
Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan
- Published: 01 Jan 2023, Last Modified: 02 Jan 2024
- ICML 2023
- Readers: Everyone

View all 18 publications

Co-Authors

View all 46 co-authors