{"total":138,"rows":[{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2503.16416","title":"Survey on Evaluation of LLM-based Agents","created":"2025-03-20","cited_by_count":204,"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":"2505.00212","title":"Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems","created":"2025-04-30","cited_by_count":185,"area":"agents"},{"id":"2507.21504","title":"Evaluation and Benchmarking of LLM Agents: A Survey","created":"2025-07-29","cited_by_count":152,"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":"2506.14866","title":"OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents","created":"2025-06-17","cited_by_count":111,"area":"agents"},{"id":"2507.02825","title":"Establishing Best Practices for Building Rigorous Agentic Benchmarks","created":"2025-07-03","cited_by_count":102,"area":"agents"},{"id":"2504.08703","title":"SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents","created":"2025-04-11","cited_by_count":85,"area":"agents"},{"id":"2506.21506","title":"Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge","created":"2025-06-26","cited_by_count":76,"area":"agents"},{"id":"2505.19955","title":"MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research","created":"2025-05-26","cited_by_count":64,"area":"agents"},{"id":"2602.02475","title":"AgentRx: Diagnosing AI Agent Failures from Execution Trajectories","created":"2026-02-02","cited_by_count":60,"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":"2510.25445","title":"Agentic AI: A Comprehensive Survey of Architectures, Applications, and Future Directions","created":"2025-10-29","cited_by_count":48,"area":"agents"},{"id":"2508.21148","title":"A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers","created":"2025-08-28","cited_by_count":37,"area":"agents"},{"id":"2509.13782","title":"Who is Introducing the Failure? Automatically Attributing Failures of Multi-Agent Systems via Spectrum Analysis","created":"2025-09-17","cited_by_count":33,"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":"2510.23883","title":"Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges","created":"2025-10-27","cited_by_count":28,"area":"agents"},{"id":"2510.04886","title":"Where Did It All Go Wrong? A Hierarchical Look into Multi-Agent Error Attribution","created":"2025-10-06","cited_by_count":27,"area":"agents"},{"id":"2604.06126","title":"Gym-Anything: Turn any Software into an Agent Environment","created":"2026-04-07","cited_by_count":27,"area":"agents"},{"id":"2512.06749","title":"DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems","created":"2025-12-07","cited_by_count":24,"area":"agents"},{"id":"2412.11716","title":"LLMs Can Simulate Standardized Patients via Agent Coevolution","created":"2024-12-16","cited_by_count":22,"area":"agents"},{"id":"2505.02847","title":"Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models","created":"2025-05-01","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":"2606.26294","title":"The Red Queen G\\\"odel Machine: Co-Evolving Agents and Their Evaluators","created":"2026-06-24","cited_by_count":19,"area":"agents"},{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2508.02994","title":"When AIs Judge AIs: The Rise of Agent-as-a-Judge Evaluation for LLMs","created":"2025-08-05","cited_by_count":17,"area":"agents"},{"id":"2601.05111","title":"Agent-as-a-Judge","created":"2026-01-08","cited_by_count":17,"area":"agents"},{"id":"2507.21017","title":"MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them","created":"2025-07-28","cited_by_count":16,"area":"agents"},{"id":"2603.21489","title":"Effective Strategies for Asynchronous Software Engineering Agents","created":"2026-03-23","cited_by_count":16,"area":"agents"},{"id":"2606.09863","title":"From Confident Closing to Silent Failure: Characterizing False Success in LLM Agents","created":"2026-06-01","cited_by_count":15,"area":"agents"},{"id":"2506.11102","title":"Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey","created":"2025-06-06","cited_by_count":13,"area":"agents"},{"id":"2512.04111","title":"CentaurEval: Benchmarking Human-in-the-Loop Value in Agentic Coding","created":"2025-11-30","cited_by_count":12,"area":"agents"},{"id":"2601.00516","title":"Trajectory Guard -- A Lightweight, Sequence-Aware Model for Real-Time Anomaly Detection in Agentic AI","created":"2026-01-02","cited_by_count":12,"area":"agents"},{"id":"2604.18240","title":"AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation","created":"2026-04-20","cited_by_count":12,"area":"agents"},{"id":"2605.08715","title":"AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems","created":"2026-05-09","cited_by_count":11,"area":"agents"},{"id":"2605.19196","title":"Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents?","created":"2026-05-18","cited_by_count":10,"area":"agents"},{"id":"2605.20530","title":"AgentAtlas: Beyond Outcome Leaderboards for LLM Agents","created":"2026-05-19","cited_by_count":10,"area":"agents"},{"id":"2501.09993","title":"Agent-as-Judge for Factual Summarization of Long Narratives","created":"2025-01-17","cited_by_count":9,"area":"agents"},{"id":"2503.02403","title":"AutoEval: A Practical Framework for Autonomous Evaluation of Mobile Agents","created":"2025-03-04","cited_by_count":9,"area":"agents"},{"id":"2508.11860","title":"LARC: Towards Human-level Constrained Retrosynthesis Planning through an Agentic Framework","created":"2025-08-16","cited_by_count":9,"area":"agents"},{"id":"2510.00685","title":"Stochastic Self-Organization in Multi-Agent Systems","created":"2025-10-01","cited_by_count":9,"area":"agents"},{"id":"2602.09937","title":"Why Do AI Agents Systematically Fail at Cloud Root Cause Analysis?","created":"2026-02-10","cited_by_count":9,"area":"agents"},{"id":"2608.13560","title":"AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design","created":"2026-08-13","cited_by_count":9,"area":"agents"},{"id":"2501.06314","title":"BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems","created":"2025-01-10","cited_by_count":8,"area":"agents"},{"id":"2506.05305","title":"ProRefine: Inference-Time Prompt Refinement with Textual Feedback","created":"2025-06-05","cited_by_count":8,"area":"agents"},{"id":"2508.05508","title":"Auto-Eval Judge: Towards a General Agentic Framework for Task Completion Evaluation","created":"2025-08-07","cited_by_count":8,"area":"agents"},{"id":"2512.12791","title":"Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems","created":"2025-12-14","cited_by_count":8,"area":"agents"},{"id":"2602.08401","title":"On Protecting Agentic Systems' Intellectual Property via Watermarking","created":"2026-02-09","cited_by_count":8,"area":"agents"},{"id":"2607.01874","title":"SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use","created":"2026-07-02","cited_by_count":8,"area":"agents"},{"id":"2608.14905","title":"How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks","created":"2026-08-14","cited_by_count":8,"area":"agents"},{"id":"2508.02921","title":"PentestJudge: Judging Agent Behavior Against Operational Requirements","created":"2025-08-04","cited_by_count":7,"area":"agents"},{"id":"2508.13787","title":"BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web","created":"2025-08-19","cited_by_count":7,"area":"agents"},{"id":"2606.29920","title":"Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?","created":"2026-06-29","cited_by_count":7,"area":"agents"},{"id":"2504.01495","title":"Are Autonomous Web Agents Good Testers?","created":"2025-04-02","cited_by_count":6,"area":"agents"},{"id":"2505.12543","title":"Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey","created":"2025-05-18","cited_by_count":6,"area":"agents"},{"id":"2603.17104","title":"When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents","created":"2026-03-17","cited_by_count":6,"area":"agents"},{"id":"2604.18224","title":"WebCompass: Towards Multimodal Web Coding Evaluation for Code Language Models","created":"2026-04-20","cited_by_count":6,"area":"agents"},{"id":"2606.05391","title":"Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents","created":"2026-06-03","cited_by_count":6,"area":"agents"},{"id":"2510.03217","title":"Abstain and Validate: A Dual-LLM Policy for Reducing Noise in Agentic Program Repair","created":"2025-10-03","cited_by_count":5,"area":"agents"},{"id":"2603.02798","title":"Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification","created":"2026-03-03","cited_by_count":5,"area":"agents"},{"id":"2605.13139","title":"SWE-Cycle: Benchmarking Code Agents across the Complete Issue Resolution Cycle","created":"2026-05-13","cited_by_count":5,"area":"agents"},{"id":"2605.17467","title":"VerifyMAS: Hypothesis Verification for Failure Attribution in LLM Multi-Agent Systems","created":"2026-05-17","cited_by_count":5,"area":"agents"},{"id":"2607.12252","title":"FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality","created":"2026-07-14","cited_by_count":5,"area":"agents"},{"id":"2506.13324","title":"Towards Pervasive Distributed Agentic Generative AI -- A State of The Art","created":"2025-06-16","cited_by_count":4,"area":"agents"},{"id":"2507.15676","title":"Agentic AI for autonomous anomaly management in complex systems","created":"2025-07-21","cited_by_count":4,"area":"agents"},{"id":"2508.12412","title":"LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems","created":"2025-08-17","cited_by_count":4,"area":"agents"},{"id":"2509.08380","title":"Co-Investigator AI: The Rise of Agentic AI for Smarter, Trustworthy AML Compliance Narratives","created":"2025-09-10","cited_by_count":4,"area":"agents"},{"id":"2509.18008","title":"Through the Lens of Human-Human Collaboration: A Configurable Research Platform for Exploring Human-Agent Collaboration","created":"2025-09-22","cited_by_count":4,"area":"agents"},{"id":"2603.00993","title":"CollabEval: Enhancing LLM-as-a-Judge via Multi-Agent Collaboration","created":"2026-03-01","cited_by_count":4,"area":"agents"},{"id":"2604.17658","title":"Towards Self-Improving Error Diagnosis in Multi-Agent Systems","created":"2026-04-19","cited_by_count":4,"area":"agents"},{"id":"2605.19932","title":"PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents","created":"2026-05-19","cited_by_count":4,"area":"agents"},{"id":"2607.28367","title":"How Benchmarks Mis-Score Computer-Use Agents","created":"2026-07-30","cited_by_count":4,"area":"agents"},{"id":"2609.20812","title":"Quantifying Overclaiming Propensity in Frontier LLM Agents","created":"2026-09-17","cited_by_count":4,"area":"agents"},{"id":"2502.15690","title":"Level-Navi Agent: A Framework and benchmark for Chinese Web Search Agents","created":"2024-12-20","cited_by_count":3,"area":"agents"},{"id":"2507.01019","title":"MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered","created":"2025-04-10","cited_by_count":3,"area":"agents"},{"id":"2510.11290","title":"Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics","created":"2025-10-13","cited_by_count":3,"area":"agents"},{"id":"2511.20067","title":"\"Are We Done Yet?\": A Vision-Based Judge for Autonomous Task Completion of Computer Use Agents","created":"2025-11-25","cited_by_count":3,"area":"agents"},{"id":"2601.07477","title":"JudgeFlow: Agentic Workflow Optimization via Block Judge","created":"2026-01-12","cited_by_count":3,"area":"agents"},{"id":"2607.25904","title":"Interactive Reward Agent: GUI Task Evaluation via Environment-State Verification","created":"2026-07-28","cited_by_count":3,"area":"agents"},{"id":"2609.12191","title":"GAUGE: When Not to Trust LLM-as-a-Judge in User-Simulated Evaluation of Task-Oriented Agents","created":"2026-09-10","cited_by_count":3,"area":"agents"},{"id":"2505.22311","title":"From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications","created":"2025-05-28","cited_by_count":2,"area":"agents"},{"id":"2604.00356","title":"Signals: Trajectory Sampling and Triage for Agentic Interactions","created":"2026-04-01","cited_by_count":2,"area":"agents"},{"id":"2604.04532","title":"Multilingual Prompt Localization for Agent-as-a-Judge: Language and Backbone Sensitivity in Requirement-Level Evaluation","created":"2026-04-06","cited_by_count":2,"area":"agents"},{"id":"2607.12790","title":"Who Grades the Grader? Co-Evolving Evaluation Metrics and Skills for Self-Improving LLM Agents","created":"2026-07-14","cited_by_count":2,"area":"agents"},{"id":"2607.15845","title":"Knowledge-Centric Agents for Workflow Generation in ComfyUI","created":"2026-07-17","cited_by_count":2,"area":"agents"},{"id":"2608.26623","title":"AgentJudgeBench: A Multi-Difficulty Benchmark for Evaluating LLM Judges on Agentic Tool-Calling","created":"2026-08-27","cited_by_count":2,"area":"agents"},{"id":"2412.16516","title":"HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Device Scenarios","created":"2024-12-21","cited_by_count":1,"area":"agents"},{"id":"2601.06776","title":"From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design","created":"2026-01-11","cited_by_count":1,"area":"agents"},{"id":"2601.11903","title":"AEMA: Verifiable Evaluation Framework for Trustworthy and Controlled Agentic LLM Systems","created":"2026-01-17","cited_by_count":1,"area":"agents"},{"id":"2601.15290","title":"Agentic Persona Control and Task State Tracking for Realistic User Simulation in Interactive Scenarios","created":"2025-11-30","cited_by_count":1,"area":"agents"},{"id":"2604.12162","title":"AlphaEval: Evaluating Agents in Production","created":"2026-04-14","cited_by_count":1,"area":"agents"},{"id":"2606.08200","title":"Online Agent-as-a-Judge: Situation-Generating Evaluation for Interactive Agents","created":"2026-06-06","cited_by_count":1,"area":"agents"},{"id":"2607.22465","title":"TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI","created":"2026-07-24","cited_by_count":1,"area":"agents"},{"id":"2608.00794","title":"Measurement Without Validity: The Compounding Reliability Problem in Agentic AI Evaluation","created":"2026-08-01","cited_by_count":1,"area":"agents"},{"id":"2608.05573","title":"SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution","created":"2026-08-06","cited_by_count":1,"area":"agents"},{"id":"2608.11434","title":"Benchmarking LLM Judges for Mobile Agent Evaluation","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.17800","title":"StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows","created":"2026-08-18","cited_by_count":1,"area":"agents"},{"id":"2608.30047","title":"Can LLM Agents Discover? Evaluating Creativity on ML Engineering Tasks","created":"2026-08-30","cited_by_count":1,"area":"agents"},{"id":"2608.30478","title":"Agents in the Large: Perception-Centered Architecture for Persistent Agents","created":"2026-08-31","cited_by_count":1,"area":"agents"}],"next_cursor":"100"}