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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
Beyond Monotonicity: On the Convergence of Learning Algorithms in Standard Auction Games AAAI 2025
Asymptotic Extinction in Large Coordination Games AAAI 2025
Quickest Detection of Adversarial Attacks Against Correlated Equilibria AAAI 2025
The (Exact) Price of Cardinality for Indivisible Goods: A Parametric Perspective AAAI 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025
Deviate or Not: Learning Coalition Structures with Multiple-bit Observations in Games AAAI 2025
DSBC : Data Science task Benchmarking with Context engineering AACL 2025
Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025
A Thorough Comparison Between Independent Cascade and Susceptible-Infected-Recovered Models AAAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025
ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks EMNLP 2025
Strategyproof Matching of Roommates and Rooms AAAI 2025
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications EMNLP 2025
Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025
Adaptive Manipulation for Coalitions in Knockout Tournaments AAAI 2025