Cover Image

EvoConfig: Self-Evolving Multi-Agent Systems for Efficient Autonomous Environment Configuration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Xinshuai, Kuang, Jiayi, Pan, Linyue, Li, Yinghui, Li, Yangning, Zheng, Hai-Tao, Shen, Ying, Yin, Di, Sun, Xing
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents
by: Kuang, Jiayi, et al.
Published: (2025)

EvoCodeBench: A Human-Performance Benchmark for Self-Evolving LLM-Driven Coding Systems
by: Zhang, Wentao, et al.
Published: (2026)

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
by: Li, Jia, et al.
Published: (2024)

Maestro: Joint Graph & Config Optimization for Reliable AI Agents
by: Wang, Wenxiao, et al.
Published: (2025)

Distilled Lifelong Self-Adaptation for Configurable Systems
by: Ye, Yulong, et al.
Published: (2025)

EvoRepair: Enhancing Vulnerability Repair Agents Through Experience-Based Self-Evolution
by: Hu, Haichuan, et al.
Published: (2026)

ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
by: Jin, Yiyang, et al.
Published: (2025)

Self-Evolving Software Agents
by: Robol, Marco, et al.
Published: (2026)

EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
by: Li, Jia, et al.
Published: (2024)

AutonomyLens: A Self-Evolving Simulation-Based Testing Loop for Autonomous Systems
by: Agrawal, Ankit, et al.
Published: (2026)

RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation
by: Liang, Linxi, et al.
Published: (2025)

TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning
by: Liu, Daixian, et al.
Published: (2026)

LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations
by: Ye, Ziyang, et al.
Published: (2025)

Environment-in-the-Loop: Rethinking Code Migration with LLM-based Agents
by: Li, Xiang, et al.
Published: (2026)

EvoClaw: Evaluating AI Agents on Continuous Software Evolution
by: Deng, Gangda, et al.
Published: (2026)

Predicting Configuration Performance in Multiple Environments with Sequential Meta-learning
by: Gong, Jingzhi, et al.
Published: (2024)

SEVerA: Verified Synthesis of Self-Evolving Agents
by: Banerjee, Debangshu, et al.
Published: (2026)

On the Effectiveness of Modular Testing in EvoSuite
by: Dinella, Elizabeth
Published: (2026)

CodeAgent: Autonomous Communicative Agents for Code Review
by: Tang, Xunzhu, et al.
Published: (2024)

Self-Evolving Multi-Agent Collaboration Networks for Software Development
by: Hu, Yue, et al.
Published: (2024)

EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
by: Chen, Jiaao, et al.
Published: (2026)

Faster Configuration Performance Bug Testing with Neural Dual-level Prioritization
by: Ma, Youpeng, et al.
Published: (2025)

Gecko: A Simulation Environment with Stateful Feedback for Refining Agent Tool Calls
by: Zhang, Zeyu, et al.
Published: (2026)

VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework
by: Kong, He, et al.
Published: (2025)

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
by: Yang, Ruofeng, et al.
Published: (2026)

Fuzzing Microservices: A Series of User Studies in Industry on Industrial Systems with EvoMaster
by: Zhang, Man, et al.
Published: (2022)

Software Self-Extension with SelfEvolve: an Agentic Architecture for Runtime Code Generation
by: Fahim, Md Asif Iqbal, et al.
Published: (2026)

ConfLogger: Enhance Systems' Configuration Diagnosability through Configuration Logging
by: Shan, Shiwen, et al.
Published: (2025)

GitEvo: Code Evolution Analysis for Git Repositories
by: Hora, Andre
Published: (2026)

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows
by: Li, Chenxin, et al.
Published: (2026)

Adapting Multi-objectivized Software Configuration Tuning
by: Chen, Tao, et al.
Published: (2024)

Risk Scenario Generation for Autonomous Driving Systems based on Causal Bayesian Networks
by: Zhao, Jiangnan, et al.
Published: (2024)

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries
by: Zhang, Xing, et al.
Published: (2026)

Log Parsing using LLMs with Self-Generated In-Context Learning and Self-Correction
by: Wu, Yifan, et al.
Published: (2024)

PromiseTune: Unveiling Causally Promising and Explainable Configuration Tuning
by: Chen, Pengzhou, et al.
Published: (2025)

Mitigating Configuration Differences Between Development and Production Environments: A Catalog of Strategies
by: Nazario, Marcos, et al.
Published: (2025)

FrontierCS: Evolving Challenges for Evolving Intelligence
by: Mang, Qiuyang, et al.
Published: (2025)

Evolaris: A Roadmap to Self-Evolving Software Intelligence Management
by: Liu, Chengwei, et al.
Published: (2025)

Automatic Platform Configuration and Software Integration for Software-Defined Vehicles
by: Pan, Fengjunjie, et al.
Published: (2024)

A Self-Healing Framework for Reliable LLM-Based Autonomous Agents
by: Jeong, Cheonsu, et al.
Published: (2026)