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Multi-Agent Systems

40 directly classified papers

Papers per year

Papers

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026
Stable and Adaptive Fusion for Multi-domain Multi-task Recommendation AAAI 2026
TORA: Train Once, Realign Anytime for Offline Multi-Objective Reinforcement Learning AAAI 2026
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction COLING 2025
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models NAACL 2025
LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding AAAI 2025
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning AAAI 2025
Density-Adaptive Model Based on Motif Matrix for Multi-Agent Trajectory Prediction CVPR 2024
Temporal Fairness in Multiwinner Voting AAAI 2024
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding INTERSPEECH 2023
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness NIPS 2023
Cooperative Multi-Agent Learning in a Complex World: Challenges and Solutions AAAI 2023
Dynamics of Cooperation and Conflict in Multiagent Systems AAAI 2023
Auto-bidding with Budget and ROI Constrained Buyers IJCAI 2023
Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023
Zero-shot Entity Linking with Less Data NAACL 2022
Self-Explaining Deviations for Coordination NIPS 2022
How to Parse a Creole: When Martinican Creole Meets French COLING 2022
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits NIPS 2022
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection MIDL 2022
Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness AAAI 2021
Tractable contextual bandits beyond realizability AISTATS 2021