{"total":458,"rows":[{"id":"2308.11432","title":"A Survey on Large Language Model based Autonomous Agents","created":"2023-08-22","cited_by_count":2242,"area":"agents"},{"id":"2308.08155","title":"AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation","created":"2023-08-16","cited_by_count":1988,"area":"agents"},{"id":"2308.00352","title":"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework","created":"2023-08-01","cited_by_count":1808,"area":"agents"},{"id":"2309.07864","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","created":"2023-09-14","cited_by_count":1439,"area":"agents"},{"id":"2308.07201","title":"ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate","created":"2023-08-14","cited_by_count":742,"area":"agents"},{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2309.02427","title":"Cognitive Architectures for Language Agents","created":"2023-09-05","cited_by_count":429,"area":"agents"},{"id":"2505.22954","title":"Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents","created":"2025-05-29","cited_by_count":356,"area":"agents"},{"id":"2312.11970","title":"Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives","created":"2023-12-19","cited_by_count":257,"area":"agents"},{"id":"2406.07155","title":"Scaling Large Language Model-based Multi-Agent Collaboration","created":"2024-06-11","cited_by_count":241,"area":"agents"},{"id":"2411.04468","title":"Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks","created":"2024-11-07","cited_by_count":232,"area":"agents"},{"id":"2309.17288","title":"AutoAgents: A Framework for Automatic Agent Generation","created":"2023-09-29","cited_by_count":216,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2402.05120","title":"More Agents Is All You Need","created":"2024-02-03","cited_by_count":180,"area":"agents"},{"id":"2502.04180","title":"Multi-agent Architecture Search via Agentic Supernet","created":"2025-02-06","cited_by_count":179,"area":"agents"},{"id":"2404.04834","title":"LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead","created":"2024-04-07","cited_by_count":155,"area":"agents"},{"id":"2311.17227","title":"War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars","created":"2023-11-28","cited_by_count":145,"area":"agents"},{"id":"2403.04783","title":"AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks","created":"2024-03-02","cited_by_count":145,"area":"agents"},{"id":"2410.02506","title":"Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems","created":"2024-10-03","cited_by_count":141,"area":"agents"},{"id":"2410.07283","title":"Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems","created":"2024-10-09","cited_by_count":133,"area":"agents"},{"id":"2401.03428","title":"Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects","created":"2024-01-07","cited_by_count":132,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2506.07398","title":"G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems","created":"2025-06-09","cited_by_count":122,"area":"agents"},{"id":"2402.03578","title":"LLM Multi-Agent Systems: Challenges and Open Problems","created":"2024-02-05","cited_by_count":120,"area":"agents"},{"id":"2410.11782","title":"G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks","created":"2024-10-15","cited_by_count":119,"area":"agents"},{"id":"2310.09233","title":"AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems","created":"2023-10-13","cited_by_count":116,"area":"agents"},{"id":"2311.17371","title":"Should we be going MAD? A Look at Multi-Agent Debate Strategies for LLMs","created":"2023-11-29","cited_by_count":114,"area":"agents"},{"id":"2502.02533","title":"Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies","created":"2025-02-04","cited_by_count":113,"area":"agents"},{"id":"2403.12881","title":"Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models","created":"2024-03-19","cited_by_count":100,"area":"agents"},{"id":"2407.01603","title":"A Review of Large Language Models and Autonomous Agents in Chemistry","created":"2024-06-26","cited_by_count":99,"area":"agents"},{"id":"2408.00989","title":"On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents","created":"2024-08-02","cited_by_count":99,"area":"agents"},{"id":"2502.11133","title":"MasRouter: Learning to Route LLMs for Multi-Agent Systems","created":"2025-02-16","cited_by_count":88,"area":"agents"},{"id":"2311.17541","title":"TaskWeaver: A Code-First Agent Framework","created":"2023-11-29","cited_by_count":86,"area":"agents"},{"id":"2407.07061","title":"Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence","created":"2024-07-09","cited_by_count":86,"area":"agents"},{"id":"2407.07791","title":"Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities","created":"2024-07-10","cited_by_count":86,"area":"agents"},{"id":"2412.03563","title":"From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents","created":"2024-12-04","cited_by_count":82,"area":"agents"},{"id":"2401.05268","title":"AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning","created":"2024-01-10","cited_by_count":81,"area":"agents"},{"id":"2508.14111","title":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery","created":"2025-08-18","cited_by_count":77,"area":"agents"},{"id":"2509.08755","title":"AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning","created":"2025-09-10","cited_by_count":72,"area":"agents"},{"id":"2306.01337","title":"MathChat: Converse to Tackle Challenging Math Problems with LLM Agents","created":"2023-06-02","cited_by_count":68,"area":"agents"},{"id":"2403.11807","title":"How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments","created":"2024-03-18","cited_by_count":67,"area":"agents"},{"id":"2502.19130","title":"Voting or Consensus? Decision-Making in Multi-Agent Debate","created":"2025-02-26","cited_by_count":59,"area":"agents"},{"id":"2412.17481","title":"A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application","created":"2024-12-23","cited_by_count":55,"area":"agents"},{"id":"2502.07373","title":"EvoFlow: Evolving Diverse Agentic Workflows On The Fly","created":"2025-02-11","cited_by_count":55,"area":"agents"},{"id":"2403.03031","title":"Learning to Use Tools via Cooperative and Interactive Agents","created":"2024-03-05","cited_by_count":54,"area":"agents"},{"id":"2310.10467","title":"Stance Detection with Collaborative Role-Infused LLM-Based Agents","created":"2023-10-16","cited_by_count":53,"area":"agents"},{"id":"2310.20151","title":"Multi-Agent Consensus Seeking via Large Language Models","created":"2023-10-31","cited_by_count":50,"area":"agents"},{"id":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"area":"agents"},{"id":"2405.11804","title":"(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts","created":"2024-05-20","cited_by_count":49,"area":"agents"},{"id":"2508.04652","title":"LLM Collaboration With Multi-Agent Reinforcement Learning","created":"2025-08-06","cited_by_count":49,"area":"agents"},{"id":"2408.09955","title":"MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs","created":"2024-08-19","cited_by_count":47,"area":"agents"},{"id":"2503.12434","title":"A Survey on the Optimization of Large Language Model-based Agents","created":"2025-03-16","cited_by_count":46,"area":"agents"},{"id":"2403.13248","title":"Mora: Enabling Generalist Video Generation via A Multi-Agent Framework","created":"2024-03-20","cited_by_count":45,"area":"agents"},{"id":"2408.15232","title":"Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations","created":"2024-08-27","cited_by_count":43,"area":"agents"},{"id":"2410.08115","title":"Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System","created":"2024-10-10","cited_by_count":43,"area":"agents"},{"id":"2505.23352","title":"Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems","created":"2025-05-29","cited_by_count":43,"area":"agents"},{"id":"2507.22358","title":"Magentic-UI: Towards Human-in-the-loop Agentic Systems","created":"2025-07-30","cited_by_count":43,"area":"agents"},{"id":"2405.20267","title":"Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions","created":"2024-05-30","cited_by_count":42,"area":"agents"},{"id":"2405.19425","title":"Adaptive In-conversation Team Building for Language Model Agents","created":"2024-05-29","cited_by_count":39,"area":"agents"},{"id":"2311.13884","title":"Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach","created":"2023-11-23","cited_by_count":38,"area":"agents"},{"id":"2312.03815","title":"LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem","created":"2023-12-06","cited_by_count":38,"area":"agents"},{"id":"2503.04392","title":"AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management","created":"2025-03-06","cited_by_count":38,"area":"agents"},{"id":"2505.16997","title":"X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs","created":"2025-05-22","cited_by_count":38,"area":"agents"},{"id":"2604.14228","title":"Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems","created":"2026-04-14","cited_by_count":38,"area":"agents"},{"id":"2408.07060","title":"Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents","created":"2024-08-13","cited_by_count":36,"area":"agents"},{"id":"2505.19234","title":"GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling","created":"2025-05-25","cited_by_count":36,"area":"agents"},{"id":"2401.01312","title":"LLM Harmony: Multi-Agent Communication for Problem Solving","created":"2024-01-02","cited_by_count":35,"area":"agents"},{"id":"2403.16843","title":"Do LLM Agents Have Regret? A Case Study in Online Learning and Games","created":"2024-03-25","cited_by_count":35,"area":"agents"},{"id":"2405.10467","title":"Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents","created":"2024-05-16","cited_by_count":35,"area":"agents"},{"id":"2402.02172","title":"CodeAgent: Autonomous Communicative Agents for Code Review","created":"2024-02-03","cited_by_count":34,"area":"agents"},{"id":"2504.00218","title":"$\\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks","created":"2025-03-31","cited_by_count":34,"area":"agents"},{"id":"2503.05659","title":"A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval","created":"2025-03-07","cited_by_count":33,"area":"agents"},{"id":"2504.18875","title":"Generative to Agentic AI: Survey, Conceptualization, and Challenges","created":"2025-04-26","cited_by_count":33,"area":"agents"},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"},{"id":"2406.08979","title":"Multi-Agent Collaboration via Cross-Team Orchestration","created":"2024-06-13","cited_by_count":30,"area":"agents"},{"id":"2409.01392","title":"ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems","created":"2024-09-02","cited_by_count":30,"area":"agents"},{"id":"2411.03284","title":"SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents","created":"2024-11-05","cited_by_count":30,"area":"agents"},{"id":"2507.21028","title":"Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation","created":"2025-07-28","cited_by_count":30,"area":"agents"},{"id":"2406.19643","title":"Debate-to-Write: A Persona-Driven Multi-Agent Framework for Diverse Argument Generation","created":"2024-06-28","cited_by_count":29,"area":"agents"},{"id":"2410.15686","title":"NetSafe: Exploring the Topological Safety of Multi-agent Networks","created":"2024-10-21","cited_by_count":29,"area":"agents"},{"id":"2505.08532","title":"The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News","created":"2025-05-13","cited_by_count":29,"area":"agents"},{"id":"2509.23055","title":"Peacemaker or Troublemaker: How Sycophancy Shapes Multi-Agent Debate","created":"2025-09-27","cited_by_count":29,"area":"agents"},{"id":"2510.08529","title":"CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards","created":"2025-10-09","cited_by_count":29,"area":"agents"},{"id":"2312.17515","title":"Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game","created":"2023-12-29","cited_by_count":28,"area":"agents"},{"id":"2505.14996","title":"MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision","created":"2025-05-21","cited_by_count":28,"area":"agents"},{"id":"2408.00523","title":"Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models","created":"2024-08-01","cited_by_count":27,"area":"agents"},{"id":"2410.08143","title":"DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory","created":"2024-10-10","cited_by_count":27,"area":"agents"},{"id":"2502.06472","title":"KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment","created":"2025-02-10","cited_by_count":27,"area":"agents"},{"id":"2509.11079","title":"Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows","created":"2025-09-14","cited_by_count":27,"area":"agents"},{"id":"2404.11943","title":"AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration","created":"2024-04-18","cited_by_count":26,"area":"agents"},{"id":"2407.15073","title":"Multi-Agent Causal Discovery Using Large Language Models","created":"2024-07-21","cited_by_count":26,"area":"agents"},{"id":"2310.03659","title":"Balancing Autonomy and Alignment: A Multi-Dimensional Taxonomy for Autonomous LLM-powered Multi-Agent Architectures","created":"2023-10-05","cited_by_count":25,"area":"agents"},{"id":"2312.17653","title":"LARP: Language-Agent Role Play for Open-World Games","created":"2023-12-24","cited_by_count":24,"area":"agents"},{"id":"2411.00053","title":"ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration","created":"2024-10-30","cited_by_count":24,"area":"agents"},{"id":"2502.07942","title":"Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs","created":"2025-02-11","cited_by_count":24,"area":"agents"},{"id":"2402.08995","title":"AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems","created":"2024-02-14","cited_by_count":23,"area":"agents"},{"id":"2410.02551","title":"ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration","created":"2024-10-03","cited_by_count":23,"area":"agents"},{"id":"2502.19559","title":"Stay Focused: Problem Drift in Multi-Agent Debate","created":"2025-02-26","cited_by_count":23,"area":"agents"},{"id":"2505.21116","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","created":"2025-05-27","cited_by_count":23,"area":"agents"},{"id":"2411.14033","title":"LLM-based Multi-Agent Systems: Techniques and Business Perspectives","created":"2024-11-21","cited_by_count":22,"area":"agents"}],"next_cursor":"100"}