{"total":25,"rows":[{"id":"2303.17760","title":"CAMEL: Communicative Agents for \"Mind\" Exploration of Large Language Model Society","created":"2023-03-31","cited_by_count":1395,"area":"agents"},{"id":"2405.11106","title":"LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions","created":"2024-05-17","cited_by_count":67,"area":"agents"},{"id":"2504.16129","title":"MARFT: Multi-Agent Reinforcement Fine-Tuning","created":"2025-04-21","cited_by_count":52,"area":"agents"},{"id":"2502.14743","title":"Multi-Agent Coordination across Diverse Applications: A Survey","created":"2025-02-20","cited_by_count":37,"area":"agents"},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"},{"id":"2409.17348","title":"Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication","created":"2024-09-25","cited_by_count":17,"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":"2404.17780","title":"Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning","created":"2024-04-27","cited_by_count":7,"area":"agents"},{"id":"2512.09629","title":"End-to-end PDDL Planning with Hardcoded and Dynamic Agents","created":"2025-12-10","cited_by_count":5,"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":"2608.04893","title":"When Does Latent Communication Pay? A Causal Audit of Relayed KV Caches in Multi-Agent LLMs","created":"2026-08-05","cited_by_count":3,"area":"agents"},{"id":"2509.08088","title":"EnvX: Agentize Everything with Agentic AI","created":"2025-09-09","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":"2604.21794","title":"Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems","created":"2026-04-23","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":"2606.01828","title":"Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus","created":"2026-06-01","cited_by_count":2,"area":"agents"},{"id":"2510.19995","title":"Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication","created":"2025-10-22","cited_by_count":1,"area":"agents"},{"id":"2609.00474","title":"Exploring Collaboration between a language and a non-language agent","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2609.01491","title":"GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions","created":"2026-09-01","cited_by_count":1,"area":"agents"},{"id":"2603.00381","title":"Verifier-Bound Communication for LLM Agents: Certified Bounds on Covert Signaling","created":"2026-02-27","cited_by_count":0,"area":"agents"},{"id":"2605.12411","title":"Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling","created":"2026-05-12","cited_by_count":0,"area":"agents"},{"id":"2606.04202","title":"SMAC-Talk: A Natural Language Extension of the StarCraft Multi-Agent Challenge for Large Language Models","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2607.09330","title":"Communication-Efficient Digital-Twin Coordination for Heterogeneous LLM Embodied Agents over Computing Power Networks","created":"2026-07-10","cited_by_count":0,"area":"agents"},{"id":"2608.00458","title":"BANDMAS: Causality-Inspired Semantic Packet Scheduling for Bandwidth-Efficient Multi-Agent Collaboration","created":"2026-08-01","cited_by_count":0,"area":"agents"},{"id":"2609.34136","title":"Waggle: Learning One Anonymous Local Law for Self-Organizing LLM Swarms","created":"2026-09-28","cited_by_count":0,"area":"agents"}],"next_cursor":null}