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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

Single-Loop Federated Actor-Critic across Heterogeneous Environments AAAI 2025
Intelligent OPC Engineer Assistant for Semiconductor Manufacturing AAAI 2025
A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025
Synchronization in Learning in Periodic Zero-Sum Games Triggers Divergence from Nash Equilibrium AAAI 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025
Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025
DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ACL 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025
Logical DA: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System ACL 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
Paid with Models: Optimal Contract Design for Collaborative Machine Learning AAAI 2025
Opponent Modeling with In-context Search NIPS 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems NIPS 2024
Provable Partially Observable Reinforcement Learning with Privileged Information NIPS 2024
‘Why Didn’t You Allocate This Task to Them?’ Negotiation-Aware Task Allocation and Contrastive Explanation Generation AAAI 2024
Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization AAAI 2024
Strategyproof Mechanisms for Group-Fair Obnoxious Facility Location Problems AAAI 2024
Maximizing Nash Social Welfare under Two-Sided Preferences AAAI 2024
Project-Fair and Truthful Mechanisms for Budget Aggregation AAAI 2024
A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024
Manipulation-Robust Selection of Citizens’ Assemblies AAAI 2024
Refined Characterizations of Approval-Based Committee Scoring Rules AAAI 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning NIPS 2024