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E2087 - AREX: Towards a Recursively Self-Improving Agent for Deep Research

Published: July 25, 2026

Duration: 19:51

🤗 Upvotes: 118 | cs.AI

Authors:
Shuqi Lu, Chaofan Li, Kun Luo, Zhang Zhang, Hui Wang, Hongwang Xiao, Zheng Liu, Lei Xiong, Jiahao Wang, Sen Wang, Xiyan Jiang, Wanli Li, Yuyang Hu, Hongjin Qian, Bingyu Yan, Ziyi Xia, Yingxia Shao, Kang Liu, Zhicheng Dou, Di He, Chaozhuo Li, Qiwei Ye, Zhongyuan Wang, Zheng Liu

Title:
AREX: Towards a Recursively Self-Improving Agent for Deep Research

Arxiv:
http://arxiv.org/abs/2607.21461v1

Abstract:
Deep research requires agents to find answers that jointly satisfy multiple constraints. Discovering such answers is costly, whereas ver...