{"total":27,"rows":[{"id":"2501.06322","title":"Multi-Agent Collaboration Mechanisms: A Survey of LLMs","created":"2025-01-10","cited_by_count":431,"area":"agents"},{"id":"2501.04227","title":"Agent Laboratory: Using LLM Agents as Research Assistants","created":"2025-01-08","cited_by_count":425,"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":"2411.04468","title":"Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks","created":"2024-11-07","cited_by_count":232,"area":"agents"},{"id":"2412.03563","title":"From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents","created":"2024-12-04","cited_by_count":82,"area":"agents"},{"id":"2502.09858","title":"Automated Hypothesis Validation with Agentic Sequential Falsifications","created":"2025-02-14","cited_by_count":44,"area":"agents"},{"id":"2404.11943","title":"AgentCoord: Visually Exploring Coordination Strategy for LLM-based Multi-Agent Collaboration","created":"2024-04-18","cited_by_count":26,"area":"agents"},{"id":"2505.21116","title":"Creativity in LLM-based Multi-Agent Systems: A Survey","created":"2025-05-27","cited_by_count":23,"area":"agents"},{"id":"2602.11583","title":"The Five Ws of Multi-Agent Communication: Who Talks to Whom, When, What, and Why -- A Survey from MARL to Emergent Language and LLMs","created":"2026-02-12","cited_by_count":10,"area":"agents"},{"id":"2608.05179","title":"Autonomous Research Agents: A Survey of AI Scientists and the Verification Gap","created":"2026-06-29","cited_by_count":9,"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":"2503.03505","title":"Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems in Minecraft","created":"2025-03-05","cited_by_count":5,"area":"agents"},{"id":"2508.17720","title":"RepoTransAgent: Multi-Agent LLM Framework for Repository-Aware Code Translation","created":"2025-08-25","cited_by_count":3,"area":"agents"},{"id":"2604.14261","title":"ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents","created":"2026-04-15","cited_by_count":3,"area":"agents"},{"id":"2604.06170","title":"Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework","created":"2026-04-07","cited_by_count":2,"area":"agents"},{"id":"2606.06025","title":"EGTR-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation","created":"2026-06-04","cited_by_count":1,"area":"agents"},{"id":"2606.08857","title":"PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf","created":"2026-06-07","cited_by_count":1,"area":"agents"},{"id":"2606.19749","title":"Benchmarking Agentic Review Systems","created":"2026-06-18","cited_by_count":1,"area":"agents"},{"id":"2607.14713","title":"Does Multi-Agent Debate Improve AI Feedback on Research Papers?","created":"2026-07-16","cited_by_count":1,"area":"agents"},{"id":"2608.30661","title":"SwarmBench: Can Large Language Models Act as Agent Swarm Orchestrators?","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2609.07713","title":"The Emerging AI Paper-Review Arms Race: Adversarial Co-Evolution in Scholarly Publishing","created":"2026-09-07","cited_by_count":1,"area":"agents"},{"id":"2512.24754","title":"AstroReview: An LLM-driven Multi-Agent Framework for Telescope Proposal Peer Review and Refinement","created":"2025-12-31","cited_by_count":0,"area":"agents"},{"id":"2608.20777","title":"Tree-of-Concerns: Hierarchical Multi-Agent Debate for Unstated-Limitation Extraction in Scientific Critique","created":"2026-08-21","cited_by_count":0,"area":"agents"},{"id":"2608.28612","title":"InternReviewer & InternAdvocate: Objective Reward and Evaluation for Agentic Reinforcement Learning in Peer Review and Rebuttal","created":"2026-07-21","cited_by_count":0,"area":"agents"},{"id":"2609.00621","title":"Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs","created":"2026-09-01","cited_by_count":0,"area":"agents"},{"id":"2609.16995","title":"PaperDoctor: Evidence-Grounded and Actionable Feedback for Scientific Papers in Progress","created":"2026-09-15","cited_by_count":0,"area":"agents"},{"id":"2610.08993","title":"Verify Less, Evolve More: Training Idea-Level Critics for Verification-Efficient ML Evolving Agents","created":"2026-10-06","cited_by_count":0,"area":"agents"}],"next_cursor":null}