{"total":26,"rows":[{"id":"2503.13657","title":"Why Do Multi-Agent LLM Systems Fail?","created":"2025-03-17","cited_by_count":604,"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":"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":"2405.20309","title":"Large Language Models Can Self-Improve At Web Agent Tasks","created":"2024-05-30","cited_by_count":55,"area":"agents"},{"id":"2512.15431","title":"Step-GUI Technical Report","created":"2025-12-17","cited_by_count":39,"area":"agents"},{"id":"2406.00215","title":"HumanEvalComm: Benchmarking the Communication Competence of Code Generation for LLMs and LLM Agent","created":"2024-05-31","cited_by_count":24,"area":"agents"},{"id":"2505.13941","title":"MLZero: A Multi-Agent System for End-to-end Machine Learning Automation","created":"2025-05-20","cited_by_count":24,"area":"agents"},{"id":"2504.14928","title":"EducationQ: Evaluating LLMs' Teaching Capabilities Through Multi-Agent Dialogue Framework","created":"2025-04-21","cited_by_count":23,"area":"agents"},{"id":"2412.04494","title":"MAG-V: A Multi-Agent Framework for Synthetic Data Generation and Verification","created":"2024-11-28","cited_by_count":12,"area":"agents"},{"id":"2602.02486","title":"RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents","created":"2026-02-02","cited_by_count":11,"area":"agents"},{"id":"2405.16205","title":"GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases","created":"2024-05-25","cited_by_count":9,"area":"agents"},{"id":"2504.01400","title":"ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool Learning","created":"2025-04-02","cited_by_count":9,"area":"agents"},{"id":"2406.12307","title":"Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?","created":"2024-06-18","cited_by_count":8,"area":"agents"},{"id":"2512.00520","title":"Toward a Safe Internet of Agents","created":"2025-11-29","cited_by_count":6,"area":"agents"},{"id":"2510.16701","title":"An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems","created":"2025-10-19","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":"2511.21444","title":"EWE: An Agentic Framework for Extreme Weather Analysis","created":"2025-11-26","cited_by_count":4,"area":"agents"},{"id":"2506.02539","title":"VerificAgent: Domain-Specific Memory Verification for Scalable Oversight of Aligned Computer-Use Agents","created":"2025-06-03","cited_by_count":3,"area":"agents"},{"id":"2510.12194","title":"ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research Agents","created":"2025-10-14","cited_by_count":3,"area":"agents"},{"id":"2603.24629","title":"Sketch2Simulation: Automating Flowsheet Generation via Multi Agent Large Language Models","created":"2026-03-25","cited_by_count":3,"area":"agents"},{"id":"2403.14562","title":"Agentic AI: The Era of Semantic Decoding","created":"2024-03-21","cited_by_count":1,"area":"agents"},{"id":"2603.09157","title":"Real-Time Trust Verification for Safe Agentic Actions using TrustBench","created":"2026-03-10","cited_by_count":0,"area":"agents"},{"id":"2604.08931","title":"Enhancing LLM Problem Solving via Tutor-Student Multi-Agent Interaction","created":"2026-04-10","cited_by_count":0,"area":"agents"},{"id":"2604.27699","title":"Bridging Values and Behavior: A Hierarchical Framework for Proactive Embodied Agents","created":"2026-04-30","cited_by_count":0,"area":"agents"},{"id":"2606.13749","title":"Large Language Models as Supervised Extraction Assistants: Lowering the Barrier to Documentation Standard Adoption in Agent-Based Modelling","created":"2026-06-11","cited_by_count":0,"area":"agents"},{"id":"2608.20099","title":"Reward-Guided Autoregressive Graph Generation for Efficient Multi-Agent Communication Topology Design","created":"2026-08-20","cited_by_count":0,"area":"agents"}],"next_cursor":null}