← Keywords

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

SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020
Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning IJCAI 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning NIPS 2020
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity NIPS 2020
Scalable Multi-Agent Reinforcement Learning for Networked Systems with Average Reward NIPS 2020
Finite-Time Analysis of Distributed TD(0) with Linear Function Approximation on Multi-Agent Reinforcement Learning ICML 2019
Learning to Collaborate in Markov Decision Processes ICML 2019
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019
Learning Mean-Field Games NIPS 2019
LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning NIPS 2019
Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control NIPS 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NIPS 2019
Finding Friend and Foe in Multi-Agent Games NIPS 2019
Macro-Action-Based Deep Multi-Agent Reinforcement Learning CORL 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CORL 2019
A Regularized Opponent Model with Maximum Entropy Objective IJCAI 2019
Robust Multi-Agent Reinforcement Learning via Minimax Deep Deterministic Policy Gradient AAAI 2019
Message-Dropout: An Efficient Training Method for Multi-Agent Deep Reinforcement Learning AAAI 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition ICCV 2019
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning ICML 2019
Correlated Learning for Aggregation Systems UAI 2019
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI ICML 2019
Failure-Scenario Maker for Rule-Based Agent using Multi-agent Adversarial Reinforcement Learning and its Application to Autonomous Driving IJCAI 2019
Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real CORL 2019
Actor-Attention-Critic for Multi-Agent Reinforcement Learning ICML 2019