{"total":35,"rows":[{"id":"2503.13657","title":"Why Do Multi-Agent LLM Systems Fail?","created":"2025-03-17","cited_by_count":604,"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":"2404.02039","title":"A Survey on Large Language Model-Based Game Agents","created":"2024-04-02","cited_by_count":112,"area":"agents"},{"id":"2401.03630","title":"Why Solving Multi-agent Path Finding with Large Language Model has not Succeeded Yet","created":"2024-01-08","cited_by_count":22,"area":"agents"},{"id":"2504.02051","title":"Self-Resource Allocation in Multi-Agent LLM Systems","created":"2025-04-02","cited_by_count":15,"area":"agents"},{"id":"2503.05854","title":"Accelerating Earth Science Discovery via Multi-Agent LLM Systems","created":"2025-03-07","cited_by_count":13,"area":"agents"},{"id":"2511.02687","title":"The Collaboration Gap: Exploration and Benchmarking of Open-World Agentic Cooperation","created":"2025-11-04","cited_by_count":13,"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":"2509.10769","title":"AgentArch: A Comprehensive Benchmark to Evaluate Agent Architectures in Enterprise","created":"2025-09-13","cited_by_count":8,"area":"agents"},{"id":"2506.04098","title":"TextAtari: 100K Frames Game Playing with Language Agents","created":"2025-06-04","cited_by_count":6,"area":"agents"},{"id":"2510.06261","title":"AlphaApollo: A System for Deep Agentic Reasoning","created":"2025-10-05","cited_by_count":5,"area":"agents"},{"id":"2606.28425","title":"Tool Use Enables Undetectable Steganography in Multi-Agent LLM Systems","created":"2026-06-25","cited_by_count":5,"area":"agents"},{"id":"2409.10372","title":"Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation","created":"2024-09-16","cited_by_count":4,"area":"agents"},{"id":"2509.06235","title":"PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments","created":"2025-09-07","cited_by_count":4,"area":"agents"},{"id":"2601.19752","title":"Agentic Design Patterns: A System-Theoretic Framework","created":"2026-01-27","cited_by_count":4,"area":"agents"},{"id":"2502.15153","title":"When Disagreements Elicit Robustness: Investigating Self-Repair Capabilities under LLM Multi-Agent Disagreements","created":"2025-02-21","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":"2511.19405","title":"Learning Robust Social Strategies with Large Language Models","created":"2025-11-24","cited_by_count":2,"area":"agents"},{"id":"2601.11595","title":"Enhancing Model Context Protocol (MCP) with Context-Aware Server Collaboration","created":"2026-01-06","cited_by_count":2,"area":"agents"},{"id":"2602.13255","title":"DPBench: Structural Determinants of Multi-Agent LLM Coordination Under Simultaneous Resource Contention","created":"2026-02-02","cited_by_count":2,"area":"agents"},{"id":"2605.03310","title":"Coordination as an Architectural Layer for LLM-Based Multi-Agent Systems","created":"2026-05-05","cited_by_count":2,"area":"agents"},{"id":"2605.18077","title":"LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning","created":"2026-05-18","cited_by_count":2,"area":"agents"},{"id":"2606.08340","title":"Benchmarking Open-Ended Multi-Agent Coordination in Language Agents","created":"2026-06-06","cited_by_count":2,"area":"agents"},{"id":"2505.17512","title":"Is Your LLM Really Mastering the Concept? A Multi-Agent Benchmark","created":"2025-05-23","cited_by_count":1,"area":"agents"},{"id":"2510.23824","title":"Decentralized Multi-Agent Goal Assignment for Path Planning using Large Language Models","created":"2025-10-27","cited_by_count":1,"area":"agents"},{"id":"2608.12547","title":"Do LLMs Beat Nash? Testing Decentralized Coordination in Self-Play Multi-Agent Games","created":"2026-08-12","cited_by_count":1,"area":"agents"},{"id":"2609.05279","title":"Testing Interchangeability in LLM Agent Teams","created":"2026-09-04","cited_by_count":1,"area":"agents"},{"id":"2609.32939","title":"Theory of Scene: Breaking the Symmetry Trap in Multi-Agent LLM Coordination","created":"2026-09-26","cited_by_count":1,"area":"agents"},{"id":"2512.08743","title":"Single-Agent Scaling Fails Multi-Agent Intelligence: Towards Foundation Models with Native Multi-Agent Intelligence","created":"2025-12-09","cited_by_count":0,"area":"agents"},{"id":"2603.00349","title":"COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems","created":"2026-02-27","cited_by_count":0,"area":"agents"},{"id":"2605.12966","title":"Position: Agentic AI System Is a Foreseeable Pathway to AGI","created":"2026-05-13","cited_by_count":0,"area":"agents"},{"id":"2605.13046","title":"An Agentic LLM-Based Framework for Population-Scale Mental Health Screening","created":"2026-05-13","cited_by_count":0,"area":"agents"},{"id":"2609.04217","title":"At Equal Inference Cost, Multi-Agent Structure Does Not Beat a Single Frozen Agent","created":"2026-06-25","cited_by_count":0,"area":"agents"},{"id":"2609.16986","title":"ToMAS: A Pilot Failure-Grounded Theory-of-Mind Benchmark from Multi-Agent LLM Failures","created":"2026-09-15","cited_by_count":0,"area":"agents"},{"id":"2609.35928","title":"Prompted Identity Degrades Cooperation in Multi-Agent LLM Systems","created":"2026-09-28","cited_by_count":0,"area":"agents"}],"next_cursor":null}