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Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024
Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning NIPS 2024
A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024
Maximizing Nash Social Welfare under Two-Sided Preferences AAAI 2024
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning NIPS 2024
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE NIPS 2024
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024
Differentially Private Reinforcement Learning with Self-Play NIPS 2024
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems EMNLP 2024
Delegating Data Collection in Decentralized Machine Learning AISTATS 2024
Systematic Biases in LLM Simulations of Debates EMNLP 2024
Corruption-Robust Offline Two-Player Zero-Sum Markov Games AISTATS 2024
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms NIPS 2024
Opponent Modeling based on Subgoal Inference NIPS 2024
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent IJCAI 2024
Strategic Usage in a Multi-Learner Setting AISTATS 2024
Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract) AAAI 2024
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning IJCAI 2023
Distributed Linear Bandits under Communication Constraints ICML 2023
Multi-Agent congestion cost minimization with linear function approximations AISTATS 2023
Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023
Efficient Planning in Combinatorial Action Spaces with Applications to Cooperative Multi-Agent Reinforcement Learning AISTATS 2023
Dueling RL: Reinforcement Learning with Trajectory Preferences AISTATS 2023
Foundations of Cooperative AI AAAI 2023