{"total":125,"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":"2306.06070","title":"Mind2Web: Towards a Generalist Agent for the Web","created":"2023-06-09","cited_by_count":1242,"area":"agents"},{"id":"2402.01622","title":"TravelPlanner: A Benchmark for Real-World Planning with Language Agents","created":"2024-02-02","cited_by_count":392,"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":"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":"2307.02485","title":"Building Cooperative Embodied Agents Modularly with Large Language Models","created":"2023-07-05","cited_by_count":237,"area":"agents"},{"id":"2404.18231","title":"From Persona to Personalization: A Survey on Role-Playing Language Agents","created":"2024-04-28","cited_by_count":212,"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":"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":"2312.03664","title":"Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia","created":"2023-12-06","cited_by_count":126,"area":"agents"},{"id":"2412.13178","title":"SafeAgentBench: A Benchmark for Safe Task Planning of Embodied LLM Agents","created":"2024-12-17","cited_by_count":116,"area":"agents"},{"id":"2407.06567","title":"FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making","created":"2024-07-09","cited_by_count":113,"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":"2505.19591","title":"Multi-Agent Collaboration via Evolving Orchestration","created":"2025-05-26","cited_by_count":108,"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":"2303.00855","title":"Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents","created":"2023-03-01","cited_by_count":67,"area":"agents"},{"id":"2510.02373","title":"A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory","created":"2025-09-29","cited_by_count":67,"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":"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":"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":"2502.07373","title":"EvoFlow: Evolving Diverse Agentic Workflows On The Fly","created":"2025-02-11","cited_by_count":55,"area":"agents"},{"id":"2506.10055","title":"TaskCraft: Automated Generation of Agentic Tasks","created":"2025-06-11","cited_by_count":51,"area":"agents"},{"id":"2510.04550","title":"TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use","created":"2025-10-06","cited_by_count":51,"area":"agents"},{"id":"2508.01249","title":"AgentArmor: Enforcing Program Analysis on Agent Runtime Trace to Defend Against Prompt Injection","created":"2025-08-02","cited_by_count":46,"area":"agents"},{"id":"2407.20242","title":"BadRobot: Jailbreaking Embodied LLM Agents in the Physical World","created":"2024-07-16","cited_by_count":43,"area":"agents"},{"id":"2506.16402","title":"IS-Bench: Evaluating Interactive Safety of VLM-Driven Embodied Agents in Daily Household Tasks","created":"2025-06-19","cited_by_count":41,"area":"agents"},{"id":"2311.11315","title":"TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems","created":"2023-11-19","cited_by_count":39,"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":"2410.07869","title":"Benchmarking Agentic Workflow Generation","created":"2024-10-10","cited_by_count":37,"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":"2501.07834","title":"Flow: Modularized Agentic Workflow Automation","created":"2025-01-14","cited_by_count":34,"area":"agents"},{"id":"2305.02412","title":"Plan, Eliminate, and Track -- Language Models are Good Teachers for Embodied Agents","created":"2023-05-03","cited_by_count":32,"area":"agents"},{"id":"2407.10031","title":"LLaMAR: Long-Horizon Planning for Multi-Agent Robots in Partially Observable Environments","created":"2024-07-14","cited_by_count":32,"area":"agents"},{"id":"2502.05227","title":"Robotouille: An Asynchronous Planning Benchmark for LLM Agents","created":"2025-02-06","cited_by_count":32,"area":"agents"},{"id":"2504.19838","title":"LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects","created":"2025-04-28","cited_by_count":32,"area":"agents"},{"id":"2508.17281","title":"From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users","created":"2025-08-24","cited_by_count":32,"area":"agents"},{"id":"2311.13373","title":"Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents","created":"2023-11-22","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":"2506.15741","title":"OAgents: An Empirical Study of Building Effective Agents","created":"2025-06-17","cited_by_count":29,"area":"agents"},{"id":"2401.13996","title":"Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution","created":"2024-01-25","cited_by_count":28,"area":"agents"},{"id":"2412.10402","title":"TANGO: Training-free Embodied AI Agents for Open-world Tasks","created":"2024-12-05","cited_by_count":27,"area":"agents"},{"id":"2403.08282","title":"Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation","created":"2024-03-13","cited_by_count":24,"area":"agents"},{"id":"2402.15809","title":"Empowering Large Language Model Agents through Action Learning","created":"2024-02-24","cited_by_count":22,"area":"agents"},{"id":"2312.04494","title":"AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making","created":"2023-12-07","cited_by_count":21,"area":"agents"},{"id":"2602.05073","title":"Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities","created":"2026-02-04","cited_by_count":20,"area":"agents"},{"id":"2404.04619","title":"Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model","created":"2024-04-06","cited_by_count":19,"area":"agents"},{"id":"2505.00234","title":"Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks","created":"2025-05-01","cited_by_count":19,"area":"agents"},{"id":"2307.08775","title":"GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution","created":"2023-07-17","cited_by_count":17,"area":"agents"},{"id":"2403.00690","title":"Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents","created":"2024-03-01","cited_by_count":17,"area":"agents"},{"id":"2509.25885","title":"SafeMind: Benchmarking and Mitigating Safety Risks in Embodied LLM Agents","created":"2025-09-30","cited_by_count":17,"area":"agents"},{"id":"2505.19433","title":"Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression","created":"2025-05-26","cited_by_count":16,"area":"agents"},{"id":"2403.11368","title":"Driving Style Alignment for LLM-powered Driver Agent","created":"2024-03-17","cited_by_count":15,"area":"agents"},{"id":"2506.21669","title":"SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents","created":"2025-06-26","cited_by_count":15,"area":"agents"},{"id":"2508.01415","title":"RoboMemory: A Brain-inspired Multi-memory Agentic Framework for Interactive Environmental Learning in Physical Embodied Systems","created":"2025-08-02","cited_by_count":15,"area":"agents"},{"id":"2512.21220","title":"RoboSafe: Safeguarding Embodied Agents via Executable Safety Logic","created":"2025-12-24","cited_by_count":14,"area":"agents"},{"id":"2504.15699","title":"Advancing Embodied Agent Security: From Safety Benchmarks to Input Moderation","created":"2025-04-22","cited_by_count":13,"area":"agents"},{"id":"2411.04679","title":"CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation","created":"2024-11-07","cited_by_count":12,"area":"agents"},{"id":"2506.19724","title":"From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking","created":"2025-06-24","cited_by_count":12,"area":"agents"},{"id":"2311.17465","title":"AgentAvatar: Disentangling Planning, Driving and Rendering for Photorealistic Avatar Agents","created":"2023-11-29","cited_by_count":11,"area":"agents"},{"id":"2410.03450","title":"MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents","created":"2024-10-04","cited_by_count":11,"area":"agents"},{"id":"2508.00344","title":"PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning","created":"2025-08-01","cited_by_count":11,"area":"agents"},{"id":"2404.17662","title":"PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games","created":"2024-04-26","cited_by_count":10,"area":"agents"},{"id":"2503.23781","title":"DebFlow: Automating Agent Creation via Agent Debate","created":"2025-03-31","cited_by_count":10,"area":"agents"},{"id":"2402.02053","title":"Affordable Generative Agents","created":"2024-02-03","cited_by_count":9,"area":"agents"},{"id":"2402.03628","title":"Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies","created":"2024-02-06","cited_by_count":9,"area":"agents"},{"id":"2407.08516","title":"Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents","created":"2024-07-11","cited_by_count":9,"area":"agents"},{"id":"2411.06736","title":"MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory","created":"2024-11-11","cited_by_count":9,"area":"agents"},{"id":"2412.11499","title":"Embodied CoT Distillation From LLM To Off-the-shelf Agents","created":"2024-12-16","cited_by_count":9,"area":"agents"},{"id":"2404.19065","title":"HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models","created":"2024-04-29","cited_by_count":8,"area":"agents"},{"id":"2504.03553","title":"Agentic Knowledgeable Self-awareness","created":"2025-04-04","cited_by_count":8,"area":"agents"},{"id":"2507.02938","title":"A Large Language Model-Empowered Agent for Reliable and Robust Structural Analysis","created":"2025-06-27","cited_by_count":8,"area":"agents"},{"id":"2603.14807","title":"HiMemVLN: Enhancing Reliability of Open-Source Zero-Shot Vision-and-Language Navigation with Hierarchical Memory System","created":"2026-03-16","cited_by_count":8,"area":"agents"},{"id":"2411.13904","title":"Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning","created":"2024-11-21","cited_by_count":7,"area":"agents"},{"id":"2506.20743","title":"A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools","created":"2025-06-25","cited_by_count":7,"area":"agents"},{"id":"2503.00729","title":"CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments","created":"2025-03-02","cited_by_count":6,"area":"agents"},{"id":"2508.09632","title":"Preacher: Paper-to-Video Agentic System","created":"2025-08-13","cited_by_count":6,"area":"agents"},{"id":"2511.21460","title":"MADRA: Multi-Agent Debate for Risk-Aware Embodied Planning","created":"2025-11-26","cited_by_count":6,"area":"agents"},{"id":"2503.03459","title":"Unified Mind Model: Reimagining Autonomous Agents in the LLM Era","created":"2025-03-05","cited_by_count":5,"area":"agents"},{"id":"2503.06791","title":"AutoMisty: A Multi-Agent LLM Framework for Automated Code Generation in the Misty Social Robot","created":"2025-03-09","cited_by_count":5,"area":"agents"},{"id":"2405.16887","title":"A Large Language Model-based multi-agent manufacturing system for intelligent shopfloor","created":"2024-05-27","cited_by_count":4,"area":"agents"},{"id":"2505.04628","title":"How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks","created":"2025-04-04","cited_by_count":4,"area":"agents"},{"id":"2509.02761","title":"Plan Verification for LLM-Based Embodied Task Completion Agents","created":"2025-09-02","cited_by_count":4,"area":"agents"},{"id":"2511.21444","title":"EWE: An Agentic Framework for Extreme Weather Analysis","created":"2025-11-26","cited_by_count":4,"area":"agents"},{"id":"2604.10134","title":"PlanGuard: Defending Agents against Indirect Prompt Injection via Planning-based Consistency Verification","created":"2026-04-11","cited_by_count":4,"area":"agents"},{"id":"2606.07367","title":"Self-evolving LLM agents with in-distribution Optimization","created":"2026-06-05","cited_by_count":4,"area":"agents"},{"id":"2311.15649","title":"RoboGPT: an intelligent agent of making embodied long-term decisions for daily instruction tasks","created":"2023-11-27","cited_by_count":3,"area":"agents"},{"id":"2402.08212","title":"BBSEA: An Exploration of Brain-Body Synchronization for Embodied Agents","created":"2024-02-13","cited_by_count":3,"area":"agents"},{"id":"2405.01392","title":"LLMSat: A Large Language Model-Based Goal-Oriented Agent for Autonomous Space Exploration","created":"2024-04-13","cited_by_count":3,"area":"agents"},{"id":"2410.03688","title":"LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation","created":"2024-09-21","cited_by_count":3,"area":"agents"},{"id":"2509.24230","title":"ELHPlan: Efficient Long-Horizon Task Planning for Multi-Agent Collaboration","created":"2025-09-29","cited_by_count":3,"area":"agents"},{"id":"2510.25595","title":"Communication and Verification in LLM Agents towards Collaboration under Information Asymmetry","created":"2025-10-29","cited_by_count":3,"area":"agents"},{"id":"2410.02823","title":"DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracy","created":"2024-09-27","cited_by_count":2,"area":"agents"},{"id":"2412.05850","title":"Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents","created":"2024-12-08","cited_by_count":2,"area":"agents"},{"id":"2505.00091","title":"CoordField: Coordination Field for Agentic UAV Task Allocation In Low-altitude Urban Scenarios","created":"2025-04-30","cited_by_count":2,"area":"agents"},{"id":"2505.12135","title":"LLM-BabyBench: Can Language Models Plan in Worlds They Can Simulate?","created":"2025-05-17","cited_by_count":2,"area":"agents"},{"id":"2506.08507","title":"MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning","created":"2025-06-10","cited_by_count":2,"area":"agents"},{"id":"2508.20818","title":"cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending","created":"2025-08-28","cited_by_count":2,"area":"agents"},{"id":"2510.23245","title":"Multi-Stakeholder Alignment in LLM-Powered Collaborative AI Systems: A Multi-Agent Framework for Intelligent Tutoring","created":"2025-10-27","cited_by_count":2,"area":"agents"}],"next_cursor":"100"}