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Multi-Agent Systems

3,306 papers

Papers per year

Papers

A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits NIPS 2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NIPS 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL NIPS 2022
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
Fairness in Federated Learning via Core-Stability NIPS 2022
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning NIPS 2022
Surprise Minimizing Multi-Agent Learning with Energy-based Models NIPS 2022
Equivariant Networks for Zero-Shot Coordination NIPS 2022
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks NIPS 2022
Society of Agents: Regret Bounds of Concurrent Thompson Sampling NIPS 2022
ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward NIPS 2022
Equivariant Graph Hierarchy-Based Neural Networks NIPS 2022
BEVFusion: A Simple and Robust LiDAR-Camera Fusion Framework NIPS 2022
Learning in Congestion Games with Bandit Feedback NIPS 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning NIPS 2022
Emergent Graphical Conventions in a Visual Communication Game NIPS 2022
Envy-free Policy Teaching to Multiple Agents NIPS 2022
Fair and Efficient Allocations Without Obvious Manipulations NIPS 2022
Shield Decentralization for Safe Multi-Agent Reinforcement Learning NIPS 2022
DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning NIPS 2022
Near-Optimal Collaborative Learning in Bandits NIPS 2022
Near-Optimal Multi-Agent Learning for Safe Coverage Control NIPS 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NIPS 2022
Learning to Share in Networked Multi-Agent Reinforcement Learning NIPS 2022
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model NIPS 2022