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Multi-Agent Systems

3,306 papers

Papers per year

Papers

Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making ICML 2023
Near-Optimal $Φ$-Regret Learning in Extensive-Form Games ICML 2023
Doubly Optimal No-Regret Learning in Monotone Games ICML 2023
Multi-Agent Learning from Learners ICML 2023
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits ICML 2023
Learning to Optimize Differentiable Games ICML 2023
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2023
Parallel Online Clustering of Bandits via Hedonic Game ICML 2023
Inferring Relational Potentials in Interacting Systems ICML 2023
Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games ICML 2023
Algorithmic Collective Action in Machine Learning ICML 2023
Language Instructed Reinforcement Learning for Human-AI Coordination ICML 2023
The Impact of Exploration on Convergence and Performance of Multi-Agent Q-Learning Dynamics ICML 2023
DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023
Who Needs to Know? Minimal Knowledge for Optimal Coordination ICML 2023
RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023
Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023
Cooperative Open-ended Learning Framework for Zero-Shot Coordination ICML 2023
Graph Switching Dynamical Systems ICML 2023
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023
Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning ICML 2023
N$\text{A}^{\text{2}}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023
HOPE: High-order Graph ODE For Modeling Interacting Dynamics ICML 2023
Learning Intuitive Policies Using Action Features ICML 2023