Imagen de Portada

EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Yuan, Siyu, Song, Kaitao, Chen, Jiangjie, Tan, Xu, Li, Dongsheng, Yang, Deqing
Formato:	Preprint
Publicado:	2024
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation
por: Zhang, Aimin, et al.
Publicado: (2026)

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers
por: Guo, Qingyan, et al.
Publicado: (2023)

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
por: Yuan, Siyu, et al.
Publicado: (2024)

SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals
por: Yang, Ruihan, et al.
Publicado: (2024)

EvoClinician: A Self-Evolving Agent for Multi-Turn Medical Diagnosis via Test-Time Evolutionary Learning
por: He, Yufei, et al.
Publicado: (2026)

Evo-MARL: Co-Evolutionary Multi-Agent Reinforcement Learning for Internalized Safety
por: Pan, Zhenyu, et al.
Publicado: (2025)

MINDECHO: Role-Playing Language Agents for Key Opinion Leaders
por: Xu, Rui, et al.
Publicado: (2024)

CoEvoSkills: Self-Evolving Agent Skills via Co-Evolutionary Verification
por: Zhang, Hanrong, et al.
Publicado: (2026)

ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
por: Yuan, Siyu, et al.
Publicado: (2023)

The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
por: Yang, Ruihan, et al.
Publicado: (2025)

Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
por: Xu, Rui, et al.
Publicado: (2024)

Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena
por: Chen, Jiangjie, et al.
Publicado: (2023)

Revealing the Barriers of Language Agents in Planning
por: Xie, Jian, et al.
Publicado: (2024)

Past Meets Present: Creating Historical Analogy with Large Language Models
por: Li, Nianqi, et al.
Publicado: (2024)

ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints
por: Xu, Rui, et al.
Publicado: (2025)

Towards Automatic Evaluation and Selection of PHI De-identification Models via Multi-Agent Collaboration
por: Wu, Guanchen, et al.
Publicado: (2025)

TaskBench: Benchmarking Large Language Models for Task Automation
por: Shen, Yongliang, et al.
Publicado: (2023)

EvoEmo: Towards Evolved Emotional Policies for Adversarial LLM Agents in Multi-Turn Price Negotiation
por: Long, Yunbo, et al.
Publicado: (2025)

AQUAH: Automatic Quantification and Unified Agent in Hydrology
por: Yan, Songkun, et al.
Publicado: (2025)

EvoMAS: Learning Execution-Time Workflows for Multi-Agent Systems
por: Xu, Chengdong, et al.
Publicado: (2026)

AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
por: Wang, Song, et al.
Publicado: (2025)

EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent Collaboration
por: Huang, Beichen, et al.
Publicado: (2025)

EvoSkill: Automated Skill Discovery for Multi-Agent Systems
por: Alzubi, Salaheddin, et al.
Publicado: (2026)

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

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
por: Yuan, Siyu, et al.
Publicado: (2025)

FlowAgent: Achieving Compliance and Flexibility for Workflow Agents
por: Shi, Yuchen, et al.
Publicado: (2025)

Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat
por: Li, Chengwei, et al.
Publicado: (2026)

AutoPatent: A Multi-Agent Framework for Automatic Patent Generation
por: Wang, Qiyao, et al.
Publicado: (2024)

AutoAgents: A Framework for Automatic Agent Generation
por: Chen, Guangyao, et al.
Publicado: (2023)

Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve
por: Shen, Weixiang, et al.
Publicado: (2026)

EvoP: Robust LLM Inference via Evolutionary Pruning
por: Wu, Shangyu, et al.
Publicado: (2025)

KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation
por: Chen, Tongbo, et al.
Publicado: (2026)

Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
por: Yuan, Xinbin, et al.
Publicado: (2025)

SEMAG: Self-Evolutionary Multi-Agent Code Generation
por: Peng, Yulin, et al.
Publicado: (2026)

EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms
por: Liu, WenTao, et al.
Publicado: (2025)

Improving Large Language Models in Event Relation Logical Prediction
por: Chen, Meiqi, et al.
Publicado: (2023)

MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
por: Yang, Ruiyi, et al.
Publicado: (2026)

AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing
por: Xu, Zhenhua, et al.
Publicado: (2026)

AdvEvo-MARL: Shaping Internalized Safety through Adversarial Co-Evolution in Multi-Agent Reinforcement Learning
por: Pan, Zhenyu, et al.
Publicado: (2025)

TravelAgent: An AI Assistant for Personalized Travel Planning
por: Chen, Aili, et al.
Publicado: (2024)