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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

ConcaveQ: Non-monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning AAAI 2024
M2RL: A Multi-player Multi-agent Reinforcement Learning Framework for Complex Games IJCAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX NIPS 2024
Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024
Multi-Agent Domain Calibration with a Handful of Offline Data NIPS 2024
Learning Distinguishable Trajectory Representation with Contrastive Loss NIPS 2024
Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024
Deep Reinforcement Learning for Communication Networks AAAI 2024
Feint Behaviors and Strategies: Formalization, Implementation and Evaluation NIPS 2024
$\widetilde{O}(T^{-1})$ Convergence to (coarse) correlated equilibria in full-information general-sum Markov games L4DC 2024
Robust cooperative multi-agent reinforcement learning: A mean-field type game perspective L4DC 2024
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning NIPS 2024
Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NIPS 2024
Learning to Cooperate with Humans using Generative Agents NIPS 2024
Factored Online Planning in Many-Agent POMDPs AAAI 2024
Grounded Answers for Multi-agent Decision-making Problem through Generative World Model NIPS 2024
A Game-Theoretic Framework for Managing Risk in Multi-Agent Systems ICML 2023
Complementary Attention for Multi-Agent Reinforcement Learning ICML 2023
Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability ICML 2023
Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation ICML 2023
Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation ICML 2023
MANSA: Learning Fast and Slow in Multi-Agent Systems ICML 2023
Faster Target Encirclement with Utilization of Obstacles via Multi-Agent Reinforcement Learning ACML 2023
N$\text{A}^{\text{2}}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023