Junge Zhang

Full Professor, Institute of automation, Chinese academy of science

Joined

February 2019

Names

Junge Zhang

Emails

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

Personal Links

Google Scholar

ORCID

Career & Education History

Full Professor

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

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Kaiqi Huang

2011 – 2016

Coauthor

Yanhu Shan

2011 – 2014

Coauthor

Yinan Yu

2011 – 2014

Coauthor

Stephen Maybank

2011 – 2014

Coauthor

Chong Wang

2011 – 2014

Coauthor

Zifeng Wu

2011 – 2014

Coauthor

Kangwei Liu

2011 – 2014

Coauthor

Weiqiang Ren

2011 – 2014

Coauthor

Ran He

2011 – 2014

Coauthor

Tieniu Tan

2011 – 2014

Coauthor

Chong Wang

2011 – 2014

Coauthor

Peipei Yang

2011 – 2014

Coauthor

Yongzhen Huang

2011 – 2014

Coauthor

Xin Zhao

2011 – 2014

Coauthor

Zhang Zhang

2011 – 2014

Coauthor

Chong Wang

2011 – 2014

Expertise

LLM reasoning

2024 – 2026

agentic reinforcement learning

2023 – 2026

reinforcement learning

2017 – 2026

multi-agent reinforcement learning

2017 – 2026

Publications

EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Junge Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
Agentic Reinforcement Learning with Implicit Step Rewards
Xiaoqian Liu, Ke Wang, Yuchuan Wu, Fei Huang, Yongbin Li, Jianbin Jiao, Junge Zhang
- ICLR 2026 Poster
- Readers: Everyone
Learning Individual Potential-Based Rewards in Multiagent Reinforcement Learning
Chen Yang, Pei Xu, Junge Zhang
- IEEE Trans. Games 2025
- Readers: Everyone
Rethinking Generalizability and Discriminability of Self-Supervised Learning from Evolutionary Game Theory Perspective
Jiangmeng Li, Zehua Zang, Qirui Ji, Chuxiong Sun, Wenwen Qiang, Junge Zhang, Changwen Zheng, Fuchun Sun, Hui Xiong
- Int. J. Comput. Vis. 2025
- Readers: Everyone
Relation-Aware Learning for Multitask Multiagent Cooperative Games
Yang Yu, Likun Yang, Zhourui Guo, Yongjian Ren, Qiyue Yin, Junge Zhang, Kaiqi Huang
- IEEE Trans. Games 2025
- Readers: Everyone
Generalizable Agent Modeling for Agent Collaboration-Competition Adaptation with Multi-Retrieval and Dynamic Generation
Chenxu Wang, Yonggang Jin, Cheng Hu, Youpeng Zhao, Zipeng Dai, Jian Zhao, Shiyu Huang, Liuyu Xiang, Junge Zhang, Zhaofeng He
- CoRR 2025
- Readers: Everyone
Generalizable agent modeling for agent collaboration-competition adaptation with multi-retrieval and dynamic generation
Chenxu Wang, Yonggang Jin, Cheng Hu, Youpeng Zhao, Zipeng Dai, Jian Zhao, Liuyu Xiang, Junge Zhang, Zhaofeng He
- Neurocomputing 2025
- Readers: Everyone
EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Junge Zhang
- ACL (1) 2025
- Readers: Everyone
Distribution Optimization Under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation
Liang Chen, Weihua Chen, Xin Zhao, Junyan Wang, Lijun Cao, Junge Zhang
- WACV 2025
- Readers: Everyone
RainbowArena: A Multi-Agent Toolkit for Reinforcement Learning and Large Language Models in Competitive Tabletop Games
Yingzhuo Liu, Shuodi Liu, Hongsong Tang, Yubing Ma, Zikang Li, Junge Zhang, Liuyu Xiang, Zhaofeng He
- AAMAS 2025
- Readers: Everyone

View all 109 publications

Co-Authors

View all 172 co-authors