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A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges
v1v2v3 (latest)

A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges

3 August 2025
Yunjia Xi
Jianghao Lin
Yongzhao Xiao
Zheli Zhou
Rong Shan
Te Gao
Jiachen Zhu
Weiwen Liu
Yong Yu
Weinan Zhang
    LLMAGELM
ArXiv (abs)PDFHTMLGithub (49566★)

Papers citing "A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges"

6 / 6 papers shown
Title
Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs
Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs
Ziliang Wang
Kang An
Xuhui Zheng
FaQiang Qian
WeiKun Zhang
Cijun Ouyang
Jialu Cai
Y. Wang
Yichao Wu
KELMLRM
2
0
0
01 Oct 2025
ResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models
ResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models
Zihan Lin
Xiaohan Wang
Jie Cao
Jiajun Chai
Guojun Yin
Wei Lin
Ran He
36
0
0
26 Sep 2025
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
Chenyu Zhou
Tianyi Xu
Jianghao Lin
Dongdong Ge
LRM
40
2
0
26 Sep 2025
Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents
Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents
Jiaqi Shao
Yuxiang Lin
Munish Prasad Lohani
Yufeng Miao
B. Luo
RALMELM
4
0
0
26 Sep 2025
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Wenjun Li
Z. Chen
Jingru Lin
Hannan Cao
Wei Han
...
Zhi Zhang
Kuicai Dong
Dexun Li
Chen Zhang
Yong Liu
OffRL
52
1
0
08 Sep 2025
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Dawei Gao
Zitao Li
Yuexiang Xie
Weirui Kuang
Liuyi Yao
...
Weikai Liao
Farruh Isakulovich Kushnazarov
Yaliang Li
Bolin Ding
Jingren Zhou
LLMAGAI4TS
65
0
0
22 Aug 2025
1