Boyuan Wang

Joined

September 2022

Names

Boyuan Wang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Career & Education History

MS student

Tsinghua University (tsinghua.edu.cn)

2022 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

,

reinforcement learning

2020 – 2025

Publications

Choices are More Important than Efforts: LLM Enables Efficient Multi-Agent Exploration
Yun Qu, Boyuan Wang, Yuhang Jiang, Jianzhun Shao, Yixiu Mao, Chang Liu, Cheems Wang, Xiangyang Ji
- Submitted to ICLR 2025
- Readers: Everyone
LLM-Empowered State Representation for Reinforcement Learning
Boyuan Wang, Yun Qu, Yuhang Jiang, Jianzhun Shao, Chang Liu, Wenming Yang, Xiangyang Ji
- ICML 2024 Poster
- Readers: Everyone
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks
Yun Qu, Boyuan Wang, Jianzhun Shao, Yuhang Jiang, Chen Chen, Zhenbin Ye, Lin Liu, Yang Jun Feng, Lin Lai, Hongyang Qin, Minwen Deng, Juchao Zhuo, Deheng Ye, QIANG FU, YANG GUANG, Yang Wei, Lanxiao Huang, Xiangyang Ji
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
HoK3v3: an Environment for Generalization in Heterogeneous Multi-agent Reinforcement Learning
Lin Liu, Jianzhun Shao, Xinkai Chen, Yun Qu, Boyuan Wang, Zhenbin Ye, Yuexuan Tu, Hongyang Qin, Yang Jun Feng, Lin Lai, Yuanqin Wang, Meng Meng, Wenjun Wang, Xiyang Ji, QIANG FU, Lanxiao Huang, Minwen Deng, Yang Wei, Houqiang Li, Wengang Zhou et al. (7 additional authors not shown)
- Submitted to NeurIPS 2023 Datasets and Benchmarks
- Readers: Everyone
Pessimistic Policy Iteration for Offline Reinforcement Learning
Hongchang Zhang, Boyuan Wang, Yixiu Mao, Jianzhun Shao, Yuhang Jiang, Yi Xu, Xiangyang Ji
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
In-sample Actor Critic for Offline Reinforcement Learning
Hongchang Zhang, Yixiu Mao, Boyuan Wang, Shuncheng He, Yi Xu, Xiangyang Ji
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 poster
- Readers: Everyone

Co-Authors

View all 35 co-authors