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Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

28 January 2025
Yiqun Chen
Lingyong Yan
Weiwei Sun
Xinyu Ma
Yi Zhang
Shuaiqiang Wang
Dawei Yin
Yiming Yang
Jiaxin Mao
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Papers citing "Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning"

3 / 3 papers shown
Title
Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation
Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation
Yuhao Wang
Ruiyang Ren
Yucheng Wang
Wayne Xin Zhao
Jing Liu
Hua Wu
Haifeng Wang
RALM
OffRL
32
0
0
27 May 2025
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
Zhengliang Shi
Lingyong Yan
Dawei Yin
Suzan Verberne
Maarten de Rijke
Zhaochun Ren
LRM
57
0
0
26 May 2025
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs
Yaorui Shi
Shihan Li
Chang Wu
Zhiyuan Liu
Sihang Li
Hengxing Cai
An Zhang
Xiang Wang
ReLM
LRM
93
0
0
16 May 2025
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