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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Trade-Offs Between Information and Crowding in Sequential Decisions (Student Abstract) AAAI 2025
Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving ICCV 2025
Operationalising Rawlsian Ethics for Fairness in Norm Learning Agents AAAI 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems EMNLP 2025
<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025
Continuously evolving rewards in an open-ended environment JMLR 2025
Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025
CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness AAAI 2025
A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation AAAI 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
Exact Algorithms for Multiagent Path Finding with Communication Constraints on Tree-Like Structures AAAI 2025
Windowed MAPF with Completeness Guarantees AAAI 2025
DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025
OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning IJCNLP 2025
ALYMPICS: LLM Agents Meet Game Theory COLING 2025
End-to-End Autonomous Driving Through V2X Cooperation AAAI 2025
SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System IJCNLP 2025
Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning AAAI 2025
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025
Benchmarking Deep Search over Heterogeneous Enterprise Data EMNLP 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs IJCNLP 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference IJCNLP 2025