Huizhong Song

PhD student, Shanxi University

Joined

January 2023

Names

Huizhong Song (Preferred)

Emails

****@email.sxu.edu.cn (Confirmed)

,

****@email.sxu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Shanxi University (sxu.edu.cn)

2023 – Present

MS student

Shanxi University (sxu.edu.cn)

2021 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Multi-agent reinforcement Learning

2021 – Present

Reinforcement Learning

2020 – 2021

Publications

Scalable Cooperative Multi-Agent Reinforcement Learning with Adaptive Communication Range
Huizhong Song, Wei Wei, Lin Li, Lijun Zhang, Fengjiao Li
- Submitted to ICLR 2026
- Readers: Everyone
Goal-Guided Efficient Exploration via Large Language Model in Reinforcement Learning
Yajie Qi, Wei Wei, Lin Li, Lijun Zhang, Zhidong Gao, Da Wang, Huizhong Song
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Risk-aware Direct Preference Optimization under Nested Risk Measure
Lijun Zhang, Lin Li, Yajie Qi, Huizhong Song, Yaodong Yang, Jun Wang, Wei Wei
- NeurIPS 2025 poster
- Readers: Everyone
Risk-aware Direct Preference Optimization under Nested Risk Measure
Lijun Zhang, Lin Li, Yajie Qi, Huizhong Song, Yaodong Yang, Jun Wang, Wei Wei
- Submitted to ICML 2025
- Readers: Everyone
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
Lijun Zhang, Lin Li, Wei Wei, Huizhong Song, Yaodong Yang, Jiye Liang
- NeurIPS 2024 poster
- Readers: Everyone
Set-membership Belief State-based Reinforcement Learning for POMDPs
Wei Wei, Lijun Zhang, Lin Li, Huizhong Song, Jiye Liang
- ICML 2023 Poster
- Readers: Everyone

Co-Authors