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Multi-Agent Systems

948 directly classified papers

Papers per year

Papers

Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
Surprise Minimizing Multi-Agent Learning with Energy-based Models NIPS 2022
On the convergence of policy gradient methods to Nash equilibria in general stochastic games 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
A Unified Diversity Measure for Multiagent Reinforcement Learning NIPS 2022
Mingling Foresight with Imagination: Model-Based Cooperative Multi-Agent Reinforcement Learning NIPS 2022
Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus NIPS 2022
Honor of Kings Arena: an Environment for Generalization in Competitive Reinforcement Learning NIPS 2022
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance NIPS 2022
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Shield Decentralization for Safe Multi-Agent Reinforcement Learning NIPS 2022
Near-Optimal Multi-Agent Learning for Safe Coverage Control 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
PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning NIPS 2022
Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning NIPS 2022
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games NIPS 2022
DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning NIPS 2022
Influencing Long-Term Behavior in Multiagent Reinforcement Learning NIPS 2022
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets NIPS 2022
Multi-agent Dynamic Algorithm Configuration NIPS 2022
I2Q: A Fully Decentralized Q-Learning Algorithm NIPS 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NIPS 2022