{"total":68,"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":"2404.00282","title":"Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods","created":"2024-03-30","cited_by_count":116,"area":null},{"id":"2404.02039","title":"A Survey on Large Language Model-Based Game Agents","created":"2024-04-02","cited_by_count":112,"area":"agents"},{"id":"2404.01230","title":"LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models","created":"2024-04-01","cited_by_count":99,"area":"lr"},{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"id":"2507.08616","title":"AgentsNet: Coordination and Collaborative Reasoning in Multi-Agent LLMs","created":"2025-07-11","cited_by_count":31,"area":"lr"},{"id":"2503.12349","title":"SPIN-Bench: How Well Do LLMs Plan Strategically and Reason Socially?","created":"2025-03-16","cited_by_count":24,"area":"lr"},{"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":"2504.17950","title":"Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning","created":"2025-04-24","cited_by_count":21,"area":"lr"},{"id":"2602.06176","title":"Large Language Model Reasoning Failures","created":"2026-02-05","cited_by_count":21,"area":"lr"},{"id":"2506.09049","title":"VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning","created":"2025-06-10","cited_by_count":18,"area":"mllm"},{"id":"2502.09053","title":"Game Theory Meets Large Language Models: A Systematic Survey with Taxonomy and New Frontiers","created":"2025-02-13","cited_by_count":16,"area":null},{"id":"2504.02051","title":"Self-Resource Allocation in Multi-Agent LLM Systems","created":"2025-04-02","cited_by_count":15,"area":"agents"},{"id":"2412.18292","title":"Enhancing Multi-Robot Semantic Navigation Through Multimodal Chain-of-Thought Score Collaboration","created":"2024-12-24","cited_by_count":14,"area":"lr"},{"id":"2509.18052","title":"The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies","created":"2025-09-22","cited_by_count":14,"area":null},{"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":"2505.04364","title":"Benchmarking LLMs' Swarm intelligence","created":"2025-05-07","cited_by_count":10,"area":"lr"},{"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":"2506.02387","title":"VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments","created":"2025-06-03","cited_by_count":6,"area":"mllm"},{"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":"2601.22184","title":"Tacit Coordination of Large Language Models","created":"2026-01-28","cited_by_count":5,"area":null},{"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":"2607.07368","title":"Multi-Agent AI Control: Distributed Attacks Hamper Per-Instance Monitors","created":"2026-07-08","cited_by_count":5,"area":null},{"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":"2510.10117","title":"DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay","created":"2025-10-11","cited_by_count":4,"area":"lr"},{"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":"2601.15047","title":"Game-Theoretic Lens on LLM-based Multi-Agent Systems","created":"2026-01-21","cited_by_count":3,"area":"lr"},{"id":"2605.09965","title":"Towards Generalist Game Players: An Investigation of Foundation Models in the Game Multiverse","created":"2026-05-11","cited_by_count":3,"area":null},{"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":"2504.03991","title":"Algorithmic Prompt Generation for Diverse Human-like Teaming and Communication with Large Language Models","created":"2025-04-04","cited_by_count":1,"area":null},{"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":"2508.08115","title":"TeamMedAgents: Pareto-Efficient Multi-Agent Medical Reasoning Through Teamwork Theory","created":"2025-08-11","cited_by_count":1,"area":"lr"},{"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":"2601.18733","title":"Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge","created":"2026-01-26","cited_by_count":1,"area":"mllm"},{"id":"2606.09931","title":"A Note on the Strategic Confinement Problem","created":"2026-06-07","cited_by_count":1,"area":null},{"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":"2609.32192","title":"CoMemBench: Benchmarking Collaborative Memory Boundaries across Multi-Agent Workflow Topologies","created":"2026-09-26","cited_by_count":1,"area":null},{"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":"2504.00775","title":"Visual Environment-Interactive Planning for Embodied Complex-Question Answering","created":"2025-04-01","cited_by_count":0,"area":null},{"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":"2512.19992","title":"S$^3$IT: A Benchmark for Spatially Situated Social Intelligence Test","created":"2025-12-23","cited_by_count":0,"area":null},{"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":"2604.02578","title":"High Volatility and Action Bias Distinguish LLMs from Humans in Group Coordination","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2604.05273","title":"Beneath the Surface: Investigating LLMs' Capabilities for Communicating with Subtext","created":"2026-04-07","cited_by_count":0,"area":null},{"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":"2607.07021","title":"Learning social norms enhances compatibility in dynamic human-AI coordination","created":"2026-07-08","cited_by_count":0,"area":null},{"id":"2607.11363","title":"Beyond Sally-Anne: Evaluating Theory of Mind in LLMs using Epistemic Schelling Points","created":"2026-07-13","cited_by_count":0,"area":null},{"id":"2607.14553","title":"Towards an Intention Abstraction Layer for Autonomous Industrial Systems","created":"2026-07-16","cited_by_count":0,"area":null},{"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"},{"id":"2610.00583","title":"Worse Together: How Performance Breaks Down in Multi-User Multi-Agent Teams","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.01244","title":"Right Answers, Wrong States: Hidden Information Failures in Multi-Agent Collaboration","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.15163","title":"Sanzaru: Benchmarking Protocol Formation under Epistemic & Communication Asymmetry","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}