Cover Image

SAGE: Multi-Agent Self-Evolution for LLM Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Peng, Yulin, Zhu, Xinxin, Wei, Chenxing, Zeng, Nianbo, Wang, Leilei, He, Ying Tiffany, Yu, F. Richard
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Swarm Intelligence Enhanced Reasoning: A Density-Driven Framework for LLM-Based Multi-Agent Optimization
by: Zhu, Ying, et al.
Published: (2025)

Evolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systems
by: Hao, Zhezheng, et al.
Published: (2026)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
by: Wang, Zhimin, et al.
Published: (2025)

SAGE: Tool-Augmented LLM Task Solving Strategies in Scalable Multi-Agent Environments
by: Strehlow, Robert K., et al.
Published: (2026)

AgentSchool: An LLM-Powered Multi-Agent Simulation for Education
by: Ye, Yulei, et al.
Published: (2026)

Cultural Evolution of Cooperation among LLM Agents
by: Vallinder, Aron, et al.
Published: (2024)

Static Sandboxes Are Inadequate: Modeling Societal Complexity Requires Open-Ended Co-Evolution in LLM-Based Multi-Agent Simulations
by: Chen, Jinkun, et al.
Published: (2025)

JointPPO: Diving Deeper into the Effectiveness of PPO in Multi-Agent Reinforcement Learning
by: Liu, Chenxing, et al.
Published: (2024)

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate
by: Liu, Yiqing, et al.
Published: (2026)

MetaCogAgent: A Metacognitive Multi-Agent LLM Framework with Self-Aware Task Delegation
by: Wang, Chenyu, et al.
Published: (2026)

AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent
by: Luo, Yinyi, et al.
Published: (2026)

Behind EvoMap: Characterizing a Self-Evolving Agent-to-Agent Collaboration Network
by: Ye, Qiming, et al.
Published: (2026)

Who's the Mole? Modeling and Detecting Intention-Hiding Malicious Agents in LLM-Based Multi-Agent Systems
by: Xie, Yizhe, et al.
Published: (2025)

Regulator-Manufacturer AI Agents Modeling: Mathematical Feedback-Driven Multi-Agent LLM Framework
by: Han, Yu, et al.
Published: (2024)

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning
by: Bi, Zhenyu, et al.
Published: (2025)

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
by: Choi, Hyeong Kyu, et al.
Published: (2025)

MAS-on-the-Fly: Dynamic Adaptation of LLM-based Multi-Agent Systems at Test Time
by: Liu, Guangyi, et al.
Published: (2026)

Optimizing Sequential Multi-Step Tasks with Parallel LLM Agents
by: Zhang, Enhao, et al.
Published: (2025)

Voluntary Collusion with Secret Tools in Competing LLM Agents
by: Zeng, Xijie, et al.
Published: (2026)

Silo-Bench: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
by: Zhang, Yuzhe, et al.
Published: (2026)

LLM Constitutional Multi-Agent Governance
by: de Curtò, J., et al.
Published: (2026)

AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning
by: Zhao, Xuyang, et al.
Published: (2025)

Self-Resource Allocation in Multi-Agent LLM Systems
by: Amayuelas, Alfonso, et al.
Published: (2025)

From Spark to Fire: Modeling and Mitigating Error Cascades in LLM-Based Multi-Agent Collaboration
by: Xie, Yizhe, et al.
Published: (2026)

Progressive Multi-Agent Reasoning for Biological Perturbation Prediction
by: Kim, Hyomin, et al.
Published: (2026)

Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
by: Chen, Jianming, et al.
Published: (2024)

RareAgent: Self-Evolving Reasoning for Drug Repurposing in Rare Diseases
by: Qin, Lang, et al.
Published: (2025)

SkillGraph: Self-Evolving Multi-Agent Collaboration with Multimodal Graph Topology
by: Nie, Zheng, et al.
Published: (2026)

Aligning Individual and Collective Objectives in Multi-Agent Cooperation
by: Li, Yang, et al.
Published: (2024)

Insider Attacks in Multi-Agent LLM Consensus Systems
by: Sun, Xiaolin, et al.
Published: (2026)

LLM Multi-Agent Systems: Challenges and Open Problems
by: Han, Shanshan, et al.
Published: (2024)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
by: Arif, Nokimul Hasan, et al.
Published: (2026)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation
by: Huang, Oucheng, et al.
Published: (2025)

MAR:Multi-Agent Reflexion Improves Reasoning Abilities in LLMs
by: Ozer, Onat, et al.
Published: (2025)

Holos: A Web-Scale LLM-Based Multi-Agent System for the Agentic Web
by: Nie, Xiaohang, et al.
Published: (2026)

M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference
by: Sun, Chuxiong, et al.
Published: (2024)

MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
by: Chen, Kai, et al.
Published: (2025)

Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems
by: Zamojska, Monika, et al.
Published: (2025)

Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design
by: Niranjani, Hershraj, et al.
Published: (2026)

CogEvo-Edu: Cognitive Evolution Educational Multi-Agent Collaborative System
by: Wu, Yefeng, et al.
Published: (2025)