Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research

7 February 2025

Papers citing "Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research"

12 / 12 papers shown

Title
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications Feibo Jiang Cunhua Pan Li Dong Kezhi Wang O. Dobre Mérouane Debbah LLMAG AI4TS 68 0 0 28 May 2025
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research Joao Coelho Jingjie Ning Jingyuan He Kangrui Mao Abhijay Paladugu ... Jiahe Jin Jamie Callan João Magalhães Bruno Martins Chenyan Xiong 19 0 0 25 May 2025
Distilling LLM Agent into Small Models with Retrieval and Code Tools Minki Kang Jongwon Jeong Seanie Lee Jaewoong Cho Sung Ju Hwang LRM 120 1 0 23 May 2025
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning Guanting Dong Yifei Chen Xiaoxi Li Jiajie Jin Hongjin Qian Yutao Zhu Hangyu Mao Guorui Zhou Ji-Rong Wen Ji-Rong Wen LLMAG SyDa LRM 48 0 0 22 May 2025
Thinkless: LLM Learns When to Think Gongfan Fang Xinyin Ma Xinchao Wang LLMAG OffRL ReLM LRM 52 1 0 19 May 2025
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 85 0 0 16 May 2025
KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation Ching Han Chen Ming Fang Shiu 67 0 0 12 May 2025
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning Joykirat Singh Raghav Magazine Yash Pandya A. Nambi LLMAG KELM OffRL LRM 284 6 0 28 Apr 2025
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Ivan Moshkov Darragh Hanley Ivan Sorokin Shubham Toshniwal Christof Henkel Benedikt Schifferer Wei Du Igor Gitman ReLM LRM 63 11 0 23 Apr 2025
Synergizing RAG and Reasoning: A Systematic Review Yunfan Gao Yun Xiong Yijie Zhong Yuxi Bi Ming Xue Haoyu Wang LRM AI4CE 300 3 0 22 Apr 2025
Collaborative LLM Numerical Reasoning with Local Data Protection Min Zhang Yuzhe Lu Yun Zhou Panpan Xu Lin Lee Cheong Chang-Tien Lu Haozhu Wang 106 0 0 01 Apr 2025
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study Li Zhang Longxi Gao Mengwei Xu LRM 57 1 0 21 Mar 2025