Boyin Liu

Researcher, Alibaba Group

Joined

May 2022

Names

Boyin Liu (Preferred)

,

Liu Boyin

Emails

****@gmail.com (Confirmed)

,

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

Personal Links

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2024 – 2026

Intern

University College London, University of London (ucl.ac.uk)

2015 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

MARL

Present

Publications

Auto-Rubric: Learning to Extract Generalizable Criteria for Reward Modeling
Lipeng Xie, Sen Huang, Zhuo Zhang, Anni Zou, Yunpeng Zhai, Dingchao REN, Kezunzhang, Haoyuan Hu, Boyin Liu, Haoran Chen, Zhaoyang Liu, Bolin Ding
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Taming the Judge: Deconflicting AI Feedback for Stable Reinforcement Learning
Boyin Liu, Zhuo Zhang, Sen Huang, Lipeng Xie, Qingxu Fu, Haoran Chen, LI YU, Tianyi Hu, Zhaoyang Liu, Bolin Ding, Dongbin Zhao
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
Hao Ma, Tianyi Hu, Zhiqiang Pu, Boyin Liu, Xiaolin Ai, Yanyan Liang, Min Chen
- NeurIPS 2024 poster
- Readers: Everyone
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning
Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Yanyan Liang, Du Zhang
- ICML 2023 Poster
- Readers: Everyone
Causal Mean Field Multi-Agent Reinforcement Learning
Hao Ma, Zhiqiang Pu, Yi Pan, Boyin Liu, Min Chen, Shijie Wang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
QFuture: Learning Future Expectations in Multi-Agent Reinforcement Learning
Liu Boyin, Zhiqiang Pu, Jianqiang Yi
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors