Cover Image

MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yimeng, Zhao, Jiaxing, Xie, Hongbin, Ma, Hexing, Lei, Yuzhen, Liu, Shuangxue, Song, Xuan, Zhang, Zichen, Zhang, Haoran
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MSCoRe: A Benchmark for Multi-Stage Collaborative Reasoning in LLM Agents
by: Lei, Yuzhen, et al.
Published: (2025)

Cochain: Balancing Insufficient and Excessive Collaboration in LLM Agent Workflows
by: Zhao, Jiaxing, et al.
Published: (2025)

MetaGen: A DSL, Database, and Benchmark for VLM-Assisted Metamaterial Generation
by: Makatura, Liane, et al.
Published: (2025)

MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering
by: Sawarkar, Kunal, et al.
Published: (2025)

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
by: Zhu, Yinghao, et al.
Published: (2025)

SEAD: Self-Evolving Agent for Multi-Turn Service Dialogue
by: Dai, Yuqin, et al.
Published: (2026)

SEDM: Scalable Self-Evolving Distributed Memory for Agents
by: Xu, Haoran, et al.
Published: (2025)

MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
by: Zhang, Guibin, et al.
Published: (2025)

Self-Evolving Multi-Agent Framework for Efficient Decision Making in Real-Time Strategy Scenarios
by: Ma, Li, et al.
Published: (2026)

Self-Evolving Curriculum for LLM Reasoning
by: Chen, Xiaoyin, et al.
Published: (2025)

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

AgentDevel: Reframing Self-Evolving LLM Agents as Release Engineering
by: Zhang, Di
Published: (2026)

Seirênes: Adversarial Self-Play with Evolving Distractions for LLM Reasoning
by: Zhang, Chi, et al.
Published: (2026)

Multi-Agent Evolve: LLM Self-Improve through Co-evolution
by: Chen, Yixing, et al.
Published: (2025)

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
by: Chen, Sixiang, et al.
Published: (2026)

STELLA: Self-Evolving LLM Agent for Biomedical Research
by: Jin, Ruofan, et al.
Published: (2025)

Respecting Self-Uncertainty in On-Policy Self-Distillation for Efficient LLM Reasoning
by: Ke, Junlong, et al.
Published: (2026)

EvolveSearch: An Iterative Self-Evolving Search Agent
by: Zhang, Dingchu, et al.
Published: (2025)

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents
by: Lin, Jiaye, et al.
Published: (2025)

EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents
by: Liu, Jiaqi, et al.
Published: (2026)

Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation
by: Ma, Xiaowen, et al.
Published: (2025)

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning
by: Qian, Hongjin, et al.
Published: (2025)

Retrieval as Reasoning: Self-Evolving Agent-Native Retrieval via LLM-Wiki
by: Ming, Haoliang, et al.
Published: (2026)

Dual-Phase LLM Reasoning: Self-Evolved Mathematical Frameworks
by: Liu, ShaoZhen, et al.
Published: (2026)

Conformity Dynamics in LLM Multi-Agent Systems: The Roles of Topology and Self-Social Weighting
by: Han, Chen, et al.
Published: (2026)

SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
by: Chen, Jiaqi, et al.
Published: (2025)

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
by: Yang, Xianglin, et al.
Published: (2026)

Self-Consolidation for Self-Evolving Agents
by: Yu, Hongzhuo, et al.
Published: (2026)

RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback
by: Zhang, Xiaoying, et al.
Published: (2026)

ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
by: Ouyang, Siru, et al.
Published: (2025)

SELAUR: Self Evolving LLM Agent via Uncertainty-aware Rewards
by: Zhang, Dengjia, et al.
Published: (2026)

Reinforcing Chain-of-Thought Reasoning with Self-Evolving Rubrics
by: Sheng, Leheng, et al.
Published: (2026)

R-Zero: Self-Evolving Reasoning LLM from Zero Data
by: Huang, Chengsong, et al.
Published: (2025)

Benchmark Self-Evolving: A Multi-Agent Framework for Dynamic LLM Evaluation
by: Wang, Siyuan, et al.
Published: (2024)

Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning
by: Zhuang, Ziqing, et al.
Published: (2026)

Agents of Change: Self-Evolving LLM Agents for Strategic Planning
by: Belle, Nikolas, et al.
Published: (2025)

Ratchet: A Minimal Hygiene Recipe for Self-Evolving LLM Agents
by: Zhang, Xing, et al.
Published: (2026)

EXG: Self-Evolving Agents with Experience Graphs
by: Jin, Yuxin, et al.
Published: (2026)

Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
by: Lin, Minhua, et al.
Published: (2026)

MAXS: Meta-Adaptive Exploration with LLM Agents
by: Zhang, Jian, et al.
Published: (2026)