{"total":15,"rows":[{"id":"2506.18019","title":"Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities","created":"2025-06-22","cited_by_count":23,"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":"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":"2503.08199","title":"A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models","created":"2025-03-11","cited_by_count":5,"area":"agents"},{"id":"2505.17801","title":"Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour","created":"2025-05-23","cited_by_count":3,"area":"agents"},{"id":"2508.20818","title":"cMALC-D: Contextual Multi-Agent LLM-Guided Curriculum Learning with Diversity-Based Context Blending","created":"2025-08-28","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":"2510.00022","title":"Learning to Lead Themselves: Agentic AI in MAS using MARL","created":"2025-09-24","cited_by_count":1,"area":"agents"},{"id":"2511.19253","title":"MAESTRO: Multi-Agent Environment Shaping through Task and Reward Optimization","created":"2025-11-24","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":"2603.15418","title":"MA-VLCM: A Vision Language Critic Model for Value Estimation of Policies in Multi-Agent Team Settings","created":"2026-03-16","cited_by_count":0,"area":"agents"},{"id":"2604.23557","title":"DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making","created":"2026-04-26","cited_by_count":0,"area":"agents"},{"id":"2605.29293","title":"LLM-ALSO: LLM-Driven Adaptive Learning-Signal Optimization for Multi-Agent Reinforcement Learning","created":"2026-05-28","cited_by_count":0,"area":"agents"},{"id":"2607.04470","title":"Regime-Conditional Stabilisation of LLM-Augmented Cooperative Multi-Agent Reinforcement Learning","created":"2026-07-05","cited_by_count":0,"area":"agents"},{"id":"2610.19051","title":"Smart Alone, Blind Together: Why Accuracy Fails to CertifyTheory of Mind in Multi-Agent Teams","created":"2026-10-13","cited_by_count":0,"area":"agents"}],"next_cursor":null}