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Multi-Agent Systems

3306 directly classified papers

Papers per year

Papers

Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NIPS 2022
Efficient Multi-agent Communication via Self-supervised Information Aggregation NIPS 2022
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning NIPS 2022
Towards Versatile Embodied Navigation NIPS 2022
Peer Prediction for Learning Agents NIPS 2022
Learning to Infer Structures of Network Games ICML 2022
Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update NIPS 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits NIPS 2022
Fictitious Play and Best-Response Dynamics in Identical Interest and Zero-Sum Stochastic Games ICML 2022
On Last-Iterate Convergence Beyond Zero-Sum Games ICML 2022
Diversified Recommendations for Agents with Adaptive Preferences NIPS 2022
Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits NIPS 2022
Imitation Learning by Estimating Expertise of Demonstrators ICML 2022
Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games NIPS 2022
Learning in Congestion Games with Bandit Feedback NIPS 2022
Envy-free Policy Teaching to Multiple Agents NIPS 2022
Offline Time-Independent Multi-Agent Path Planning IJCAI 2022
Invasion Dynamics in the Biased Voter Process IJCAI 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NIPS 2022
Creating Interactive Crowds with Reinforcement Learning AAAI 2022
Flex Distribution for Bounded-Suboptimal Multi-Agent Path Finding AAAI 2022
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles AAAI 2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NIPS 2022
Off-Team Learning NIPS 2022