Reinforce LLM Reasoning through Multi-Agent Reflection

10 June 2025

Papers citing "Reinforce LLM Reasoning through Multi-Agent Reflection"

12 / 12 papers shown

Title
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation Zhiwei Zhang Xiaomin Li Yudi Lin Hui Liu Ramraj Chandradevan ... Minhua Lin Fali Wang Xianfeng Tang Qi He Suhang Wang LLMAG LRM 235 0 0 04 Nov 2025
LANPO: Bootstrapping Language and Numerical Feedback for Reinforcement Learning in LLMs Ang Li Yifei Wang Zhihang Yuan Stefanie Jegelka Y. X. R. Wang ALM KELM 170 0 0 18 Oct 2025
GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search Heng Zhang Yuling Shi Xiaodong Gu Haochen You Zijian Zhang Lubin Gan Yilei Yuan Jin Huang 120 2 0 12 Oct 2025
MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box Systems Shreeranjani Srirangamsridharan Ali Abavisani Reza Yousefi Maragheh Ramin Giahi Kai Zhao Jason H. D. Cho Sushant Kumar 112 0 0 01 Oct 2025
Interactive Learning for LLM Reasoning Hehai Lin Shilei Cao Minzhi Li Sudong Wang Haotian Wu Linyi Yang Lixian Zhang Chengwei Qin LLMAG LRM 277 1 0 30 Sep 2025
Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Shashidhar Reddy Javaji Bhavul Gauri Zining Zhu LRM 187 1 0 08 Sep 2025
Bootstrapping Task Spaces for Self-Improvement Minqi Jiang Andrei Lupu Yoram Bachrach LRM 165 2 0 04 Sep 2025
Unveiling the Latent Directions of Reflection in Large Language Models Fu-Chieh Chang Yu-Ting Lee Pei-Yuan Wu LLMSV LRM 234 0 0 23 Aug 2025
TASER: Table Agents for Schema-guided Extraction and Recommendation Nicole Cho Kirsty Fielding William Watson Sumitra Ganesh Manuela Veloso LMTD 192 0 0 18 Aug 2025
From MAS to MARS: Coordination Failures and Reasoning Trade-offs in Hierarchical Multi-Agent Robotic Systems within a Healthcare Scenario Yuanchen Bai Zijian Ding Shaoyue Wen Xiang Chang Angelique Taylor 96 1 0 06 Aug 2025
A Survey on AgentOps: Categorization, Challenges, and Future Directions Zexin Wang Jingjing Li Quan Zhou Haotian Si Yuanhao Liu Jianhui Li Gaogang Xie Fei Sun Dan Pei Changhua Pei LLMAG AI4TS 166 0 0 04 Aug 2025
Maximizing Prefix-Confidence at Test-Time Efficiently Improves Mathematical Reasoning Matthias Otth Jonas Hübotter Ido Hakimi Andreas Krause ReLM LRM 212 2 0 24 Jul 2025