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multi-agent reinforcement learning

534 papers

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Also known as

MARL MADRL

Co-occurring keywords

multi-agent system (1743) cooperative multi-agent (43) nash equilibrium (396) game theory (852) markov game (86) reinforcement learning (4122) policy optimization (630) policy learning (699) cooperative learning (65) value decomposition (31)

Papers

Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL ICML 2022
Divergence-Regularized Multi-Agent Actor-Critic ICML 2022
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games ICML 2022
Toward Policy Explanations for Multi-Agent Reinforcement Learning IJCAI 2022
Goal Consistency: An Effective Multi-Agent Cooperative Method for Multistage Tasks IJCAI 2022
Multi-Agent Concentrative Coordination with Decentralized Task Representation IJCAI 2022
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method IJCAI 2022
Recursive Reasoning Graph for Multi-Agent Reinforcement Learning AAAI 2022
Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic AAAI 2022
A Multi-Agent Reinforcement Learning Approach for Efficient Client Selection in Federated Learning AAAI 2022
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning AAAI 2022
Decentralized Mean Field Games AAAI 2022
Multi-Agent Incentive Communication via Decentralized Teammate Modeling AAAI 2022
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter AAAI 2022
Creating Interactive Crowds with Reinforcement Learning AAAI 2022
PantheonRL: A MARL Library for Dynamic Training Interactions AAAI 2022
Conversational AI for Positive-sum Retailing under Falsehood Control ACL 2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning NIPS 2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NIPS 2022
Self-Organized Group for Cooperative Multi-agent Reinforcement Learning NIPS 2022
Surprise Minimizing Multi-Agent Learning with Energy-based Models NIPS 2022
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks 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