{"total":35,"rows":[{"id":"2310.10701","title":"Theory of Mind for Multi-Agent Collaboration via Large Language Models","created":"2023-10-16","cited_by_count":135,"area":"agents"},{"id":"2403.08282","title":"Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation","created":"2024-03-13","cited_by_count":24,"area":"agents"},{"id":"2404.04619","title":"Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model","created":"2024-04-06","cited_by_count":19,"area":"agents"},{"id":"2410.03997","title":"YOLO-MARL: You Only LLM Once for Multi-Agent Reinforcement Learning","created":"2024-10-05","cited_by_count":9,"area":"agents"},{"id":"2411.07098","title":"A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs","created":"2024-11-11","cited_by_count":9,"area":"agents"},{"id":"2503.21807","title":"LERO: LLM-driven Evolutionary framework with Hybrid Rewards and Enhanced Observation for Multi-Agent Reinforcement Learning","created":"2025-03-25","cited_by_count":9,"area":"agents"},{"id":"2603.06859","title":"Exact Is Easier: Credit Assignment for Cooperative LLM Agents","created":"2026-03-06","cited_by_count":9,"area":"agents"},{"id":"2511.19368","title":"LLM-Driven Stationarity-Aware Expert Demonstrations for Multi-Agent Reinforcement Learning in Mobile Systems","created":"2025-11-24","cited_by_count":8,"area":"agents"},{"id":"2601.21972","title":"Learning Decentralized LLM Collaboration with Multi-Agent Actor Critic","created":"2026-01-29","cited_by_count":8,"area":"agents"},{"id":"2404.17780","title":"Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning","created":"2024-04-27","cited_by_count":7,"area":"agents"},{"id":"2512.06432","title":"HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems","created":"2025-12-06","cited_by_count":7,"area":"agents"},{"id":"2504.12961","title":"QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?","created":"2025-04-17","cited_by_count":6,"area":"agents"},{"id":"2509.14680","title":"LEED: A Highly Efficient and Scalable LLM-Empowered Expert Demonstrations Framework for Multi-Agent Reinforcement Learning","created":"2025-09-18","cited_by_count":6,"area":"agents"},{"id":"2509.24380","title":"Agentic Services Computing","created":"2025-09-29","cited_by_count":6,"area":"agents"},{"id":"2605.14892","title":"Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems","created":"2026-05-14","cited_by_count":6,"area":"agents"},{"id":"2605.02801","title":"Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces","created":"2026-05-04","cited_by_count":5,"area":"agents"},{"id":"2604.00722","title":"LangMARL: Natural Language Multi-Agent Reinforcement Learning","created":"2026-04-01","cited_by_count":4,"area":"agents"},{"id":"2505.18595","title":"MisoDICE: Multi-Agent Imitation from Unlabeled Mixed-Quality Demonstrations","created":"2025-05-24","cited_by_count":3,"area":"agents"},{"id":"2506.04251","title":"Language-Driven Coordination and Learning in Multi-Agent Simulation Environments","created":"2025-06-01","cited_by_count":3,"area":"agents"},{"id":"2604.00344","title":"Agent Q-Mix: Selecting the Right Action for LLM Multi-Agent Systems through Reinforcement Learning","created":"2026-04-01","cited_by_count":3,"area":"agents"},{"id":"2509.21828","title":"Preference-Guided Learning for Sparse-Reward Multi-Agent Reinforcement Learning","created":"2025-09-26","cited_by_count":2,"area":"agents"},{"id":"2510.16572","title":"Ripple Effect Protocol: Coordinating Agent Populations","created":"2025-10-18","cited_by_count":2,"area":"agents"},{"id":"2602.08272","title":"When Do Multi-Agent Systems Outperform? Analysing the Learning Efficiency of Agentic Systems","created":"2026-02-09","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":"2606.09961","title":"3SPO: State-Score-Supervised Policy Optimization for LLM Agents","created":"2026-06-08","cited_by_count":2,"area":"agents"},{"id":"2510.00022","title":"Learning to Lead Themselves: Agentic AI in MAS using MARL","created":"2025-09-24","cited_by_count":1,"area":"agents"},{"id":"2601.07122","title":"Enhancing Cloud Network Resilience via a Robust LLM-Empowered Multi-Agent Reinforcement Learning Framework","created":"2026-01-12","cited_by_count":1,"area":"agents"},{"id":"2604.22452","title":"Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents","created":"2026-04-24","cited_by_count":1,"area":"agents"},{"id":"2509.22130","title":"Multi-Agent Path Finding via Offline RL and LLM Collaboration","created":"2025-09-26","cited_by_count":0,"area":"agents"},{"id":"2511.10687","title":"Who Gets the Reward & Who Gets the Blame? Evaluation-Aligned Training Signals for Multi-LLM Agents","created":"2025-11-11","cited_by_count":0,"area":"agents"},{"id":"2512.21024","title":"Policy-Conditioned Policies for Multi-Agent Task Solving","created":"2025-12-24","cited_by_count":0,"area":"agents"},{"id":"2604.17191","title":"Do LLM-derived graph priors improve multi-agent coordination?","created":"2026-04-19","cited_by_count":0,"area":"agents"},{"id":"2606.08068","title":"DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination","created":"2026-06-06","cited_by_count":0,"area":"agents"},{"id":"2606.30246","title":"Clarus: Coordinating Autonomous Research Agents toward Web-Scale Scientific Collaboration","created":"2026-06-29","cited_by_count":0,"area":"agents"},{"id":"2609.08452","title":"SRPO: Setwise Relative Policy Optimization for Multi-Agent LLMs","created":"2026-09-08","cited_by_count":0,"area":"agents"}],"next_cursor":null}