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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

Multi-Agent Reinforcement Learning in Stochastic Networked Systems NIPS 2021
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning NIPS 2021
Episodic Multi-agent Reinforcement Learning with Curiosity-driven Exploration NIPS 2021
A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition EMNLP 2021
Near-Optimal Model-Free Reinforcement Learning in Non-Stationary Episodic MDPs ICML 2021
A New Formalism, Method and Open Issues for Zero-Shot Coordination ICML 2021
Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021
The Emergence of Individuality ICML 2021
MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning ICML 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning ICML 2021
Settling the Variance of Multi-Agent Policy Gradients NIPS 2021
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning NIPS 2021
Pessimism Meets Invariance: Provably Efficient Offline Mean-Field Multi-Agent RL NIPS 2021
A Law of Iterated Logarithm for Multi-Agent Reinforcement Learning NIPS 2021
Decentralized Q-learning in Zero-sum Markov Games NIPS 2021
Coordinated Proximal Policy Optimization NIPS 2021
Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts IJCAI 2021
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks NIPS 2021
Neural Auto-Curricula in Two-Player Zero-Sum Games NIPS 2021
Stabilizing Q Learning Via Soft Mellowmax Operator AAAI 2021
Reinforcement Learning Based Multi-Agent Resilient Control: From Deep Neural Networks to an Adaptive Law AAAI 2021
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding EMNLP 2021
Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021