Publications

You can also find my articles on my Google Scholar profile.

Conference Papers


NeurIPS

REMA: Learning to Meta-Think for LLMS with Multi-Agent Reinforcement Learning

Ziyu Wan, Yunxiang LI, Xiaoyu Wen, Yan Song, Hanjing Wang, Linyi Yang, Mark Schmidt, Jun Wang, Weinan Zhang, Shuyue Hu, Ying Wen
NeurIPS 2025 • 2025
ECML-PKDD

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models

Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos, Haifeng Zhang, David Henry Mguni, Jun Wang
ECML-PKDD 2025 • 2025

Journal Articles


Preprints


arXiv

Natural Language Reinforcement Learning

Xidong Feng, Bo Liu, Yan Song, Haotian Fu, Ziyu Wan, Girish A. Koushik, Zhiyuan Hu, Mengyue Yang, Ying Wen, Jun Wang
arXiv preprint • 2024 • Preprint