Imagen de Portada

Sibyl-AutoResearch: Autonomous Research Needs Self-Evolving Trial-and-Error Harnesses, Not Paper Generators

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Chengcheng, Xie, Qinhua, He, Wei, Guo, Jianyuan, Wang, Shiqi, Xu, Chang
Formato:	Preprint
Publicado:	2026
Materias:	Multiagent Systems Artificial Intelligence Software Engineering
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering
por: Zhou, Chenyu, et al.
Publicado: (2026)

AutoFSM: A Multi-agent Framework for FSM Code Generation with IR and SystemC-Based Testing
por: Luo, Qiuming, et al.
Publicado: (2025)

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

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers
por: Xiang, Yanzheng, et al.
Publicado: (2025)

IACT: A Self-Organizing Recursive Model for General AI Agents: A Technical White Paper on the Architecture Behind kragent.ai
por: Lu, Pengju
Publicado: (2025)

A Generic Modelling Framework for Last-Mile Delivery Systems
por: Gürcan, Önder, et al.
Publicado: (2025)

Affordance Representation and Recognition for Autonomous Agents
por: Gidey, Habtom Kahsay, et al.
Publicado: (2025)

Sherlock: Reliable and Efficient Agentic Workflow Execution
por: Ro, Yeonju, et al.
Publicado: (2025)

Enabling Autonomic Microservice Management through Self-Learning Agents
por: Yu, Fenglin, et al.
Publicado: (2025)

XABPs: Towards eXplainable Autonomous Business Processes
por: Fettke, Peter, et al.
Publicado: (2025)

Multi-Agent LLM Committees for Autonomous Software Beta Testing
por: Karanam, Sumanth Bharadwaj Hachalli, et al.
Publicado: (2025)

A Research Agenda on Agents and Software Engineering: Outcomes from the Rio A2SE Seminar
por: Taibi, Davide, et al.
Publicado: (2026)

Extending the OWASP Multi-Agentic System Threat Modeling Guide: Insights from Multi-Agent Security Research
por: Krawiecka, Klaudia, et al.
Publicado: (2025)

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces
por: Feng, Yukang, et al.
Publicado: (2026)

Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents
por: Bhardwaj, Varun Pratap
Publicado: (2026)

ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies
por: Gandhi, Shubham, et al.
Publicado: (2025)

The Lifecycle Workbench -- A Configurable Framework for Digitized Product Maintenance Services
por: Briechle, Dominique, et al.
Publicado: (2025)

Bridging the Prototype-Production Gap: A Multi-Agent System for Notebooks Transformation
por: Elhashemy, Hanya, et al.
Publicado: (2025)

ABMax: A JAX-based Agent-based Modeling Framework
por: Chaturvedi, Siddharth, et al.
Publicado: (2025)

SWE-WebDevBench: Evaluating Coding Agent Application Platforms as Virtual Software Agencies
por: Saxena, Siddhant, et al.
Publicado: (2026)

CodeCureAgent: Automatic Classification and Repair of Static Analysis Warnings
por: Joos, Pascal, et al.
Publicado: (2025)

Cognitive Agents Powered by Large Language Models for Agile Software Project Management
por: Cinkusz, Konrad, et al.
Publicado: (2025)

REFINE: Enhancing Program Repair Agents through Context-Aware Patch Refinement
por: Pabba, Anvith, et al.
Publicado: (2025)

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization
por: Lwin, Naing Oo, et al.
Publicado: (2026)

Real-Time BDI Agents: a model and its implementation
por: Traldi, Andrea, et al.
Publicado: (2022)

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review
por: Yang-Smith, Corey, et al.
Publicado: (2026)

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

Analyzing Code Injection Attacks on LLM-based Multi-Agent Systems in Software Development
por: Bowers, Brian, et al.
Publicado: (2025)

The Hidden Bloat in Machine Learning Systems
por: Zhang, Huaifeng, et al.
Publicado: (2025)

Runtime Composition in Dynamic System of Systems: A Systematic Review of Challenges, Solutions, Tools, and Evaluation Methods
por: Ashfaq, Muhammad, et al.
Publicado: (2025)

A Step Towards a Universal Method for Modeling and Implementing Cross-Organizational Business Processes
por: Zeisler, Gerhard, et al.
Publicado: (2024)

An Executable Benchmarking Suite for Tool-Using Agents
por: Zhong, Zhiqing, et al.
Publicado: (2026)

No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows
por: Raghavan, Siddeshwar, et al.
Publicado: (2026)

Automated Root-Cause Subclassification and No-Code Fix Generation for Invalid Bug Reports
por: Gon, Mahmut Furkan, et al.
Publicado: (2026)

BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge
por: Fu, Sihan, et al.
Publicado: (2026)

AI-Generated Code Is Not Reproducible (Yet): An Empirical Study of Dependency Gaps in LLM-Based Coding Agents
por: Vangala, Bhanu Prakash, et al.
Publicado: (2025)

Application Management in C-ITS: Orchestrating Demand-Driven Deployments and Reconfigurations
por: Zanger, Lukas, et al.
Publicado: (2025)

Assuring Safety of Vision-Based Swarm Formation Control
por: Hsieh, Chiao, et al.
Publicado: (2022)

Model Checking and Verification of Synchronisation Properties of Cobot Welding
por: Murray, Yvonne, et al.
Publicado: (2024)

Event-Driven Simulation for Rapid Iterative Development of Distributed Space Flight Software
por: Bell, Toby, et al.
Publicado: (2025)