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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

MAGIC: Generating Self-Correction Guideline for In-Context Text-to-SQL AAAI 2025
Is There No Such Thing as a Bad Question? H4R: HalluciBot for Ratiocination, Rewriting, Ranking, and Routing AAAI 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
Sample Complexity of Linear Regression Models for Opinion Formation in Networks AAAI 2025
PokerBench: Training Large Language Models to Become Professional Poker Players AAAI 2025
TSGAN: Temporal Social Graph Attention Network for Aggressive Behavior Forecasting AAAI 2025
Foundations of Multi-Agent Learning in Dynamic Environments: Where Reinforcement Learning Meets Strategic Decision-Making AAAI 2025
TRAIL: Trust-Aware Client Scheduling for Semi-Decentralized Federated Learning AAAI 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
WorkTeam: Constructing Workflows from Natural Language with Multi-Agents NAACL 2025
ECLAIR: Enhanced Clarification for Interactive Responses in an Enterprise AI Assistant AAAI 2025
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025
Learning Production Functions for Supply Chains with Graph Neural Networks AAAI 2025
CitySim: Modeling Urban Behaviors and City Dynamics with Large-Scale LLM-Driven Agent Simulation EMNLP 2025
Incentives for Early Arrival AAAI 2025
From Sparse to Dense: Camera Relocalization with Scene-Specific Detector from Feature Gaussian Splatting CVPR 2025
Exact Algorithms and Lower Bounds for Forming Coalitions of Constrained Maximum Size AAAI 2025
Individually Stable Dynamics in Coalition Formation over Graphs AAAI 2025
UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents ICCV 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning ACL 2025
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving ICCV 2025
Robust Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents AAAI 2025
Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025
Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025
Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks NAACL 2025