Runpeng Xie

According to our database, Runpeng Xie authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

OPRIDE: Offline Preference-based Reinforcement Learning via In-Dataset Exploration.

Yiqin Yang, Hao Hu, Yihuan Mao, Jin Zhang, Chengjie Wu, Yuhua Jiang, Xu Yang, Runpeng Xie, Yi Fan, Bo Liu, Yang Gao, Bo Xu, Chongjie Zhang

CoRR, April, 2026

GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems.

Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo Xu

CoRR, February, 2026

MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios.

Xuantang Xiong, Ni Mu, Runpeng Xie, Senhao Yang, Yaqing Wang, Lexiang Wang, Yao Luan, Siyuan Li, Shuang Xu, Yiqin Yang, Bo Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning.

Runpeng Xie, Quanwei Wang, Hao Hu, Zherui Zhou, Ni Mu, Xiyun Li, Yiqin Yang, Shuang Xu, Qianchuan Zhao, Bo Xu

CoRR, October, 2025

SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks.

Pengbo Shen, Yaqing Wang, Ni Mu, Yao Luan, Runpeng Xie, Senhao Yang, Lexiang Wang, Hao Hu, Shuang Xu, Yiqin Yang, Bo Xu

CoRR, August, 2025

DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration.

Xiyun Li, Yining Ding, Yuhua Jiang, Yunlong Zhao, Runpeng Xie, Shuang Xu, Yuanhua Ni, Yiqin Yang, Bo Xu

Proceedings of the 47th Annual Meeting of the Cognitive Science Society, 2025

2024

MaDE: Multi-Scale Decision Enhancement for Multi-Agent Reinforcement Learning.

Jingqing Ruan, Runpeng Xie, Xuantang Xiong, Shuang Xu, Bo Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

2021

Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence.

Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021