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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

MANSA: Learning Fast and Slow in Multi-Agent Systems ICML 2023
N$\text{A}^{\text{2}}$Q: Neural Attention Additive Model for Interpretable Multi-Agent Q-Learning ICML 2023
Partially Observable Multi-agent RL with (Quasi-)Efficiency: The Blessing of Information Sharing ICML 2023
Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023
Dual Self-Awareness Value Decomposition Framework without Individual Global Max for Cooperative MARL NIPS 2023
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning ICML 2023
RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023
Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023
An Adaptive Entropy-Regularization Framework for Multi-Agent Reinforcement Learning ICML 2023
Language Instructed Reinforcement Learning for Human-AI Coordination ICML 2023
MA2CL:Masked Attentive Contrastive Learning for Multi-Agent Reinforcement Learning IJCAI 2023
Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ICML 2023
Hardness of Independent Learning and Sparse Equilibrium Computation in Markov Games ICML 2023
Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning ICML 2023
Context-Aware Bayesian Network Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning ICML 2023
ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning NIPS 2023
DIFFER:Decomposing Individual Reward for Fair Experience Replay in Multi-Agent Reinforcement Learning NIPS 2023
Learning to Optimize Differentiable Games ICML 2023
The Complexity of Markov Equilibrium in Stochastic Games COLT 2023
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning NIPS 2023
RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization NIPS 2023
Multi-Agent First Order Constrained Optimization in Policy Space NIPS 2023
Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning NIPS 2023
Information Design in Multi-Agent Reinforcement Learning NIPS 2023