{"total":884,"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":"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":"2308.10848","title":"AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors","created":"2023-08-21","cited_by_count":598,"area":"agents"},{"id":"2309.02427","title":"Cognitive Architectures for Language Agents","created":"2023-09-05","cited_by_count":429,"area":"agents"},{"id":"2402.02716","title":"Understanding the planning of LLM agents: A survey","created":"2024-02-05","cited_by_count":421,"area":"agents"},{"id":"2408.08435","title":"Automated Design of Agentic Systems","created":"2024-08-15","cited_by_count":407,"area":"agents"},{"id":"2409.04109","title":"Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers","created":"2024-09-06","cited_by_count":363,"area":"agents"},{"id":"2401.13178","title":"AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents","created":"2024-01-24","cited_by_count":339,"area":"agents"},{"id":"2306.03314","title":"Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents","created":"2023-06-05","cited_by_count":333,"area":"agents"},{"id":"2602.12670","title":"SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks","created":"2026-02-13","cited_by_count":315,"area":"agents"},{"id":"2305.17126","title":"Large Language Models as Tool Makers","created":"2023-05-26","cited_by_count":303,"area":"agents"},{"id":"2304.08354","title":"Tool Learning with Foundation Models","created":"2023-04-17","cited_by_count":302,"area":"agents"},{"id":"2309.10691","title":"MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback","created":"2023-09-19","cited_by_count":297,"area":"agents"},{"id":"2306.13304","title":"ToolQA: A Dataset for LLM Question Answering with External Tools","created":"2023-06-23","cited_by_count":274,"area":"agents"},{"id":"2401.05459","title":"Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security","created":"2024-01-10","cited_by_count":260,"area":"agents"},{"id":"2307.05300","title":"Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration","created":"2023-07-11","cited_by_count":251,"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":"2402.18679","title":"Data Interpreter: An LLM Agent For Data Science","created":"2024-02-28","cited_by_count":225,"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":"2504.07079","title":"SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills","created":"2025-04-09","cited_by_count":192,"area":"agents"},{"id":"2502.04180","title":"Multi-agent Architecture Search via Agentic Supernet","created":"2025-02-06","cited_by_count":179,"area":"agents"},{"id":"2409.02977","title":"Large Language Model-Based Agents for Software Engineering: A Survey","created":"2024-09-04","cited_by_count":178,"area":"agents"},{"id":"2507.21046","title":"A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence","created":"2025-07-28","cited_by_count":170,"area":"agents"},{"id":"2410.06153","title":"AgentSquare: Automatic LLM Agent Search in Modular Design Space","created":"2024-10-08","cited_by_count":155,"area":"agents"},{"id":"2605.23904","title":"SkillOpt: Executive Strategy for Self-Evolving Agent Skills","created":"2026-05-22","cited_by_count":148,"area":"agents"},{"id":"2604.25850","title":"Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses","created":"2026-04-28","cited_by_count":142,"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":"2308.16505","title":"Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations","created":"2023-08-31","cited_by_count":131,"area":"agents"},{"id":"2501.11733","title":"Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks","created":"2025-01-20","cited_by_count":131,"area":"agents"},{"id":"2310.01557","title":"SmartPlay: A Benchmark for LLMs as Intelligent Agents","created":"2023-10-02","cited_by_count":125,"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":"2509.03312","title":"AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?","created":"2025-09-03","cited_by_count":116,"area":"agents"},{"id":"2406.14228","title":"EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms","created":"2024-06-20","cited_by_count":113,"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":"2308.02151","title":"Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization","created":"2023-08-04","cited_by_count":112,"area":"agents"},{"id":"2404.02039","title":"A Survey on Large Language Model-Based Game Agents","created":"2024-04-02","cited_by_count":112,"area":"agents"},{"id":"2407.01725","title":"DiscoveryBench: Towards Data-Driven Discovery with Large Language Models","created":"2024-07-01","cited_by_count":109,"area":"agents"},{"id":"2505.19591","title":"Multi-Agent Collaboration via Evolving Orchestration","created":"2025-05-26","cited_by_count":108,"area":"agents"},{"id":"2603.02766","title":"EvoSkill: Automated Skill Discovery for Multi-Agent Systems","created":"2026-03-03","cited_by_count":107,"area":"agents"},{"id":"2406.18532","title":"Symbolic Learning Enables Self-Evolving Agents","created":"2024-06-26","cited_by_count":106,"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":"2407.18416","title":"PersonaGym: Evaluating Persona Agents and LLMs","created":"2024-07-25","cited_by_count":97,"area":"agents"},{"id":"2410.02958","title":"AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML","created":"2024-10-03","cited_by_count":87,"area":"agents"},{"id":"2308.05960","title":"BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents","created":"2023-08-11","cited_by_count":84,"area":"agents"},{"id":"2404.02183","title":"Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization","created":"2024-04-02","cited_by_count":84,"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":"2504.15228","title":"A Self-Improving Coding Agent","created":"2025-04-21","cited_by_count":79,"area":"agents"},{"id":"2311.00262","title":"Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents","created":"2023-11-01","cited_by_count":77,"area":"agents"},{"id":"2403.08978","title":"AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents","created":"2024-03-13","cited_by_count":74,"area":"agents"},{"id":"2406.05804","title":"A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning","created":"2024-06-09","cited_by_count":74,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2309.08172","title":"LASER: LLM Agent with State-Space Exploration for Web Navigation","created":"2023-09-15","cited_by_count":66,"area":"agents"},{"id":"2504.13865","title":"A Survey on (M)LLM-Based GUI Agents","created":"2025-03-27","cited_by_count":62,"area":"agents"},{"id":"2403.04123","title":"Exploring LLM-based Agents for Root Cause Analysis","created":"2024-03-07","cited_by_count":61,"area":"agents"},{"id":"2409.09030","title":"Agents in Software Engineering: Survey, Landscape, and Vision","created":"2024-09-13","cited_by_count":60,"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":"2410.02603","title":"Agents' Room: Narrative Generation through Multi-step Collaboration","created":"2024-10-03","cited_by_count":57,"area":"agents"},{"id":"2503.22458","title":"Evaluating LLM-based Agents for Multi-Turn Conversations: A Survey","created":"2025-03-28","cited_by_count":57,"area":"agents"},{"id":"2404.16660","title":"Benchmarking Mobile Device Control Agents across Diverse Configurations","created":"2024-04-25","cited_by_count":55,"area":"agents"},{"id":"2405.20309","title":"Large Language Models Can Self-Improve At Web Agent Tasks","created":"2024-05-30","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":"2312.07850","title":"Large Language Model Enhanced Multi-Agent Systems for 6G Communications","created":"2023-12-13","cited_by_count":53,"area":"agents"},{"id":"2402.15506","title":"AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning","created":"2024-02-23","cited_by_count":53,"area":"agents"},{"id":"2501.01702","title":"AgentRefine: Enhancing Agent Generalization through Refinement Tuning","created":"2025-01-03","cited_by_count":53,"area":"agents"},{"id":"2604.01658","title":"CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery","created":"2026-04-02","cited_by_count":52,"area":"agents"},{"id":"2406.10996","title":"Towards Lifelong Dialogue Agents via Timeline-based Memory Management","created":"2024-06-16","cited_by_count":51,"area":"agents"},{"id":"2410.02584","title":"Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions","created":"2024-10-03","cited_by_count":51,"area":"agents"},{"id":"2402.11651","title":"Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents","created":"2024-02-18","cited_by_count":50,"area":"agents"},{"id":"2402.07401","title":"Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate","created":"2024-02-12","cited_by_count":48,"area":"agents"},{"id":"2602.15654","title":"Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections","created":"2026-02-17","cited_by_count":48,"area":"agents"},{"id":"2604.08618","title":"SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support","created":"2026-04-09","cited_by_count":48,"area":"agents"},{"id":"2405.14125","title":"ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation","created":"2024-05-23","cited_by_count":47,"area":"agents"},{"id":"2406.08747","title":"StreamBench: Towards Benchmarking Continuous Improvement of Language Agents","created":"2024-06-13","cited_by_count":47,"area":"agents"},{"id":"2607.08448","title":"Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents","created":"2026-07-09","cited_by_count":47,"area":"agents"},{"id":"2410.08197","title":"From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions","created":"2024-10-10","cited_by_count":46,"area":"agents"},{"id":"2405.14751","title":"AGILE: A Novel Reinforcement Learning Framework of LLM Agents","created":"2024-05-23","cited_by_count":45,"area":"agents"},{"id":"2510.14150","title":"CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization","created":"2025-10-15","cited_by_count":44,"area":"agents"},{"id":"2409.15637","title":"Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale","created":"2024-09-24","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":"2505.15277","title":"Web-Shepherd: Advancing PRMs for Reinforcing Web Agents","created":"2025-05-21","cited_by_count":41,"area":"agents"},{"id":"2605.09998","title":"Continual Harness: Online Adaptation for Self-Improving Foundation Agents","created":"2026-05-11","cited_by_count":41,"area":"agents"},{"id":"2405.06682","title":"Self-Reflection in LLM Agents: Effects on Problem-Solving Performance","created":"2024-05-05","cited_by_count":39,"area":"agents"},{"id":"2512.15431","title":"Step-GUI Technical Report","created":"2025-12-17","cited_by_count":39,"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":"2606.19980","title":"ENPIRE: Agentic Robot Policy Self-Improvement in the Real World","created":"2026-06-18","cited_by_count":38,"area":"agents"},{"id":"2402.16499","title":"LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments","created":"2024-02-26","cited_by_count":36,"area":"agents"},{"id":"2312.13010","title":"AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation","created":"2023-12-20","cited_by_count":35,"area":"agents"},{"id":"2403.15852","title":"SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents","created":"2024-03-23","cited_by_count":34,"area":"agents"},{"id":"2602.14337","title":"LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces","created":"2026-02-15","cited_by_count":34,"area":"agents"},{"id":"2605.30621","title":"Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents","created":"2026-05-28","cited_by_count":34,"area":"agents"},{"id":"2311.03220","title":"ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents","created":"2023-11-06","cited_by_count":33,"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":"2602.01244","title":"Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments","created":"2026-02-01","cited_by_count":33,"area":"agents"},{"id":"2604.22750","title":"How Do AI Agents Spend Your Money? Analyzing and Predicting Token Consumption in Agentic Coding Tasks","created":"2026-04-24","cited_by_count":33,"area":"agents"},{"id":"2502.06776","title":"InSTA: Towards Internet-Scale Training For Agents","created":"2025-02-10","cited_by_count":32,"area":"agents"},{"id":"2607.14777","title":"SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning","created":"2026-07-16","cited_by_count":32,"area":"agents"},{"id":"2503.03586","title":"Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories","created":"2025-03-05","cited_by_count":31,"area":"agents"},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"}],"next_cursor":"100"}