{"total":112,"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":"2307.13854","title":"WebArena: A Realistic Web Environment for Building Autonomous Agents","created":"2023-07-25","cited_by_count":2006,"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":"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":"2308.03688","title":"AgentBench: Evaluating LLMs as Agents","created":"2023-08-07","cited_by_count":1267,"area":"agents"},{"id":"2407.16741","title":"OpenHands: An Open Platform for AI Software Developers as Generalist Agents","created":"2024-07-23","cited_by_count":1002,"area":"agents"},{"id":"2401.10935","title":"SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents","created":"2024-01-17","cited_by_count":567,"area":"agents"},{"id":"2402.01030","title":"Executable Code Actions Elicit Better LLM Agents","created":"2024-02-01","cited_by_count":564,"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":"2403.07718","title":"WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?","created":"2024-03-12","cited_by_count":363,"area":"agents"},{"id":"2310.12823","title":"AgentTuning: Enabling Generalized Agent Abilities for LLMs","created":"2023-10-19","cited_by_count":338,"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":"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":"2405.17935","title":"Tool Learning with Large Language Models: A Survey","created":"2024-05-28","cited_by_count":223,"area":"agents"},{"id":"2305.16653","title":"AdaPlanner: Adaptive Planning from Feedback with Language Models","created":"2023-05-26","cited_by_count":196,"area":"agents"},{"id":"2503.09572","title":"Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks","created":"2025-03-12","cited_by_count":195,"area":"agents"},{"id":"2406.03679","title":"On the Effects of Data Scale on UI Control Agents","created":"2024-06-06","cited_by_count":194,"area":"agents"},{"id":"2410.08164","title":"Agent S: An Open Agentic Framework that Uses Computers Like a Human","created":"2024-10-10","cited_by_count":187,"area":"agents"},{"id":"2411.18279","title":"Large Language Model-Brained GUI Agents: A Survey","created":"2024-11-27","cited_by_count":162,"area":"agents"},{"id":"2412.05467","title":"The BrowserGym Ecosystem for Web Agent Research","created":"2024-12-06","cited_by_count":161,"area":"agents"},{"id":"2402.17553","title":"OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web","created":"2024-02-27","cited_by_count":157,"area":"agents"},{"id":"2407.01476","title":"Tree Search for Language Model Agents","created":"2024-07-01","cited_by_count":151,"area":"agents"},{"id":"2402.09727","title":"A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts","created":"2024-02-15","cited_by_count":146,"area":"agents"},{"id":"2406.13352","title":"AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents","created":"2024-06-19","cited_by_count":145,"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":"2406.12373","title":"WebCanvas: Benchmarking Web Agents in Online Environments","created":"2024-06-18","cited_by_count":121,"area":"agents"},{"id":"2406.12814","title":"Dissecting Adversarial Robustness of Multimodal LM Agents","created":"2024-06-18","cited_by_count":120,"area":"agents"},{"id":"2406.03007","title":"BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents","created":"2024-06-05","cited_by_count":115,"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":"2503.04957","title":"SafeArena: Evaluating the Safety of Autonomous Web Agents","created":"2025-03-06","cited_by_count":102,"area":"agents"},{"id":"2408.15978","title":"WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration","created":"2024-08-28","cited_by_count":101,"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":"2503.23350","title":"A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models","created":"2025-03-30","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":"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":"2309.17277","title":"Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4","created":"2023-09-29","cited_by_count":68,"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":"2308.14034","title":"Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum","created":"2023-08-27","cited_by_count":65,"area":"agents"},{"id":"2405.16247","title":"AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning","created":"2024-05-25","cited_by_count":61,"area":"agents"},{"id":"2410.02907","title":"NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild","created":"2024-10-03","cited_by_count":59,"area":"agents"},{"id":"2410.07706","title":"AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories","created":"2024-10-10","cited_by_count":56,"area":"agents"},{"id":"2308.03427","title":"TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage","created":"2023-08-07","cited_by_count":55,"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":"2403.03031","title":"Learning to Use Tools via Cooperative and Interactive Agents","created":"2024-03-05","cited_by_count":54,"area":"agents"},{"id":"2401.13649","title":"VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks","created":"2024-01-24","cited_by_count":47,"area":"agents"},{"id":"2506.02839","title":"DeepShop: A Benchmark for Deep Research Shopping Agents","created":"2025-06-03","cited_by_count":46,"area":"agents"},{"id":"2506.01391","title":"AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning","created":"2025-06-02","cited_by_count":44,"area":"agents"},{"id":"2402.15057","title":"On the Multi-turn Instruction Following for Conversational Web Agents","created":"2024-02-23","cited_by_count":43,"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":"2306.07929","title":"Large Language Models Are Semi-Parametric Reinforcement Learning Agents","created":"2023-06-09","cited_by_count":42,"area":"agents"},{"id":"2606.29537","title":"OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks","created":"2026-06-28","cited_by_count":40,"area":"agents"},{"id":"2309.14534","title":"Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education","created":"2023-09-25","cited_by_count":39,"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":"2501.16609","title":"CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation","created":"2025-01-28","cited_by_count":36,"area":"agents"},{"id":"2508.04482","title":"OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use","created":"2025-08-06","cited_by_count":35,"area":"agents"},{"id":"2403.08140","title":"BAGEL: Bootstrapping Agents by Guiding Exploration with Language","created":"2024-03-12","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":"2411.01747","title":"DynaSaur: Large Language Agents Beyond Predefined Actions","created":"2024-11-04","cited_by_count":32,"area":"agents"},{"id":"2310.08740","title":"A Zero-Shot Language Agent for Computer Control with Structured Reflection","created":"2023-10-12","cited_by_count":28,"area":"agents"},{"id":"2406.08689","title":"Security of AI Agents","created":"2024-06-12","cited_by_count":26,"area":"agents"},{"id":"2506.01055","title":"Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution","created":"2025-06-01","cited_by_count":26,"area":"agents"},{"id":"2311.18751","title":"Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web","created":"2023-11-30","cited_by_count":24,"area":"agents"},{"id":"2404.05902","title":"WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents","created":"2024-04-08","cited_by_count":22,"area":"agents"},{"id":"2412.01268","title":"Ponder & Press: Advancing Visual GUI Agent towards General Computer Control","created":"2024-12-02","cited_by_count":20,"area":"agents"},{"id":"2507.21071","title":"FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents","created":"2025-06-09","cited_by_count":20,"area":"agents"},{"id":"2403.04746","title":"LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error","created":"2024-03-07","cited_by_count":19,"area":"agents"},{"id":"2405.13009","title":"MetaReflection: Learning Instructions for Language Agents using Past Reflections","created":"2024-05-13","cited_by_count":19,"area":"agents"},{"id":"2411.05904","title":"Autonomous Industrial Control using an Agentic Framework with Large Language Models","created":"2024-11-08","cited_by_count":19,"area":"agents"},{"id":"2403.11905","title":"Tur[k]ingBench: A Challenge Benchmark for Web Agents","created":"2024-03-18","cited_by_count":18,"area":"agents"},{"id":"2406.01623","title":"WebSuite: Systematically Evaluating Why Web Agents Fail","created":"2024-06-01","cited_by_count":16,"area":"agents"},{"id":"2406.11132","title":"RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents","created":"2024-06-17","cited_by_count":16,"area":"agents"},{"id":"2505.00416","title":"ScaleTrack: Scaling and back-tracking Automated GUI Agents","created":"2025-05-01","cited_by_count":16,"area":"agents"},{"id":"2509.10723","title":"Dark Patterns Meet GUI Agents: LLM Agent Susceptibility to Manipulative Interfaces and the Role of Human Oversight","created":"2025-09-12","cited_by_count":16,"area":"agents"},{"id":"2510.03204","title":"FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents","created":"2025-10-03","cited_by_count":16,"area":"agents"},{"id":"2310.06846","title":"Exploiting Language Models as a Source of Knowledge for Cognitive Agents","created":"2023-09-05","cited_by_count":15,"area":"agents"},{"id":"2403.03017","title":"OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following","created":"2024-03-05","cited_by_count":14,"area":"agents"},{"id":"2409.01927","title":"From Grounding to Planning: Benchmarking Bottlenecks in Web Agents","created":"2024-09-03","cited_by_count":12,"area":"agents"},{"id":"2509.25609","title":"A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments","created":"2025-09-30","cited_by_count":12,"area":"agents"},{"id":"2407.11843","title":"Preemptive Detection and Correction of Misaligned Actions in LLM Agents","created":"2024-07-16","cited_by_count":10,"area":"agents"},{"id":"2505.11584","title":"LLM Agents Are Hypersensitive to Nudges","created":"2025-05-16","cited_by_count":5,"area":"agents"},{"id":"2510.06261","title":"AlphaApollo: A System for Deep Agentic Reasoning","created":"2025-10-05","cited_by_count":5,"area":"agents"},{"id":"2510.26852","title":"CATArena: Evaluating Evolutionary Capabilities of Code Agents via Iterative Tournaments","created":"2025-10-30","cited_by_count":5,"area":"agents"},{"id":"2604.21375","title":"VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation","created":"2026-04-23","cited_by_count":5,"area":"agents"},{"id":"2405.00516","title":"Navigating WebAI: Training Agents to Complete Web Tasks with Large Language Models and Reinforcement Learning","created":"2024-05-01","cited_by_count":4,"area":"agents"},{"id":"2506.13109","title":"Leveraging In-Context Learning for Language Model Agents","created":"2025-06-16","cited_by_count":4,"area":"agents"},{"id":"2508.04412","title":"Beyond Pixels: Exploring DOM Downsampling for LLM-Based Web Agents","created":"2025-08-06","cited_by_count":4,"area":"agents"},{"id":"2605.27628","title":"Intelligence as Managed Autonomy: Failure, Escalation, and Governance for Agentic AI Systems","created":"2026-05-26","cited_by_count":4,"area":"agents"},{"id":"2607.06273","title":"AgentTether: Graph-Guided Diagnosis and Runtime Intervention for Reliable LLM Agent Operation","created":"2026-07-07","cited_by_count":4,"area":"agents"},{"id":"2504.12682","title":"WebLists: Extracting Structured Information From Complex Interactive Websites Using Executable LLM Agents","created":"2025-04-17","cited_by_count":3,"area":"agents"},{"id":"2601.01569","title":"CaveAgent: Transforming LLMs into Stateful Runtime Operators","created":"2026-01-04","cited_by_count":3,"area":"agents"},{"id":"2606.17838","title":"Environment-Grounded Automated Prompt Optimization for LLM Game Agents","created":"2026-06-16","cited_by_count":3,"area":"agents"},{"id":"2502.18652","title":"Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models","created":"2025-02-25","cited_by_count":2,"area":"agents"},{"id":"2505.17492","title":"PD$^3$: A Project Duplication Detection Framework via Adapted Multi-Agent Debate","created":"2025-05-23","cited_by_count":2,"area":"agents"},{"id":"2606.12485","title":"Speculative Rollback Correction for Quality-Diverse Web Agent Imitation","created":"2026-06-10","cited_by_count":2,"area":"agents"},{"id":"2306.06770","title":"Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis","created":"2023-06-11","cited_by_count":1,"area":"agents"},{"id":"2410.18529","title":"Instructional Text Across Disciplines: A Survey of Representations, Downstream Tasks, and Open Challenges Toward Capable AI Agents","created":"2024-10-24","cited_by_count":1,"area":"agents"},{"id":"2606.19135","title":"A Technical Taxonomy of LLM Agent Communication Protocols","created":"2026-06-17","cited_by_count":1,"area":"agents"},{"id":"2608.18081","title":"Position: Behavioral Systems Require Behavioral Tests","created":"2026-05-31","cited_by_count":1,"area":"agents"}],"next_cursor":"100"}