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Multi-agent Cooperation

3 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
#3403 · Yiqun Chen, Lingyong Yan, Weiwei Sun, Xinyu Ma, Yi Zhang, Shuaiqiang Wang, Dawei Yin, Yiming Yang, Jiaxin Mao

This paper is to jointly optimize mutiple modules in complex RAG pipeline using multi-agent reinforcement learning.

Poster Session 4

2 papers
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation
#202 · Yangtao Zhou, Hua Chu, chen, Ziwen Wang, Jiacheng Liu, Jianan Li, Yueying Feng, Xiangming Li, Zihan Han, Qingshan Li
VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
#2310 · Li Kang, Xiufeng Song, Heng Zhou, Yiran Qin, Jie Yang, Xiaohong Liu, Philip Torr, LEI BAI, Zhenfei Yin

We propose VIKI-Bench and VIKI-R to advance visual-driven cooperation in embodied multi-agent systems.