QIANG FU

Principal Researcher, Tencent, Tencent AI Lab

Joined

May 2021

Names

QIANG FU (Preferred)

Emails

****@tencent.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Principal Researcher

Tencent, Tencent AI Lab (tencent.com)

2019 – Present

Senior Researcher

Tencent, Tencent (tencent.com)

2013 – 2019

Researcher

Tencent, Tencent (tencent.com)

2011 – 2013

Researcher

Alibaba, Alibaba Group (alibaba.com)

2009 – 2011

MS student

EEIS, University of Science and Technology of China (ustc.edu.cn)

2006 – 2009

Advisors, Relations & Conflicts

Coworker

Haobo Fu

2016 – Present

Coworker

Deheng Ye

2016 – Present

Expertise

reinforcement learning

deep learning

Present

Publications

One-Shot Style Personalization for RL Agents via Latent Discriminator
Xi WANG, Xu Liu, Hongsheng Yu, Haobo Fu, QIANG FU, Shuai Li
- Submitted to ICLR 2026
- Readers: Everyone
DANCE: Difficulty and Novelty Co-driven Exploration
Enmin Zhao, Kai Li, Yifan Zang, Haobo Fu, QIANG FU, Lijuan Li, Junliang Xing
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Towards Provably Efficient Learning of Imperfect Information Extensive-Form Games with Linear Function Approximation
Canzhe Zhao, Shuze Chen, Weiming Liu, Haobo Fu, QIANG FU, Shuai Li
- UAI 2025 Poster
- Readers: Everyone
MCU: An Evaluation Framework for Open-Ended Game Agents
Xinyue Zheng, Haowei Lin, Kaichen He, Zihao Wang, QIANG FU, Haobo Fu, Zilong Zheng, Yitao Liang
- ICML 2025 spotlightposter
- Readers: Everyone
Goal-Oriented Skill Abstraction for Offline Multi-Task Reinforcement Learning
Jinmin He, Kai Li, Yifan Zang, Haobo Fu, QIANG FU, Junliang Xing, Jian Cheng
- ICML 2025 poster
- Readers: Everyone
Offline Opponent Modeling with Truncated Q-driven Instant Policy Refinement
Yuheng Jing, Kai Li, Bingyun Liu, Ziwen Zhang, Haobo Fu, QIANG FU, Junliang Xing, Jian Cheng
- ICML 2025 poster
- Readers: Everyone
Greedy when Sure and Conservative when Uncertain about the Opponents
Haobo Fu, Ye Tian, Hongxiang Yu, Weiming Liu, Shuang Wu, Jiechao Xiong, Ying Wen, Kai Li, Junliang Xing, QIANG FU, Yang Wei
- ICML 2022 Spotlights
- Readers: Everyone
Training Open-ended Policies to follow Video-prompt Instructions with Reinforcement Learning
Kaichen He, Bowei Zhang, Zihao Wang, Shaofei Cai, QIANG FU, Haobo Fu, Anji Liu, Yitao Liang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhance Reasoning for Large Language Models with Reinforcement Learning in the Game Werewolf
Shuang Wu, Liwen Zhu, Tao Yang, Shiweixu, QIANG FU, Yang Wei, Haobo Fu
- Submitted to ICLR 2025
- Readers: Everyone
Optimizing Latent Goal by Learning from Trajectory Preference
Guangyu Zhao, Kewei Lian, Haowei Lin, Haobo Fu, QIANG FU, Shaofei Cai, Zihao Wang, Yitao Liang
- Submitted to ICLR 2025
- Readers: Everyone

View all 44 publications

Co-Authors

View all 135 co-authors