← Keywords

multi-agent reinforcement learning

534 papers

Explore in graph

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

RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents NIPS 2021
PettingZoo: Gym for Multi-Agent Reinforcement Learning NIPS 2021
Collaborating with Humans without Human Data NIPS 2021
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020
Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination ICML 2020
“Other-Play” for Zero-Shot Coordination ICML 2020
Deep Coordination Graphs ICML 2020
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems UAI 2020
Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems L4DC 2020
Breaking the Curse of Many Agents: Provable Mean Embedding Q-Iteration for Mean-Field Reinforcement Learning ICML 2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles ICML 2020
The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning CORL 2020
Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space CORL 2020
Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020
RMM: A Recursive Mental Model for Dialogue Navigation EMNLP 2020
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020
Multi-Agent Pattern Formation with Deep Reinforcement Learning (Student Abstract) AAAI 2020
Multi-Agent Actor-Critic with Hierarchical Graph Attention Network AAAI 2020
On the Convergence of Model Free Learning in Mean Field Games AAAI 2020
Multi-Agent Determinantal Q-Learning ICML 2020
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach ICML 2020
A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning NIPS 2020
Learning Multi-Agent Coordination for Enhancing Target Coverage in Directional Sensor Networks NIPS 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning NIPS 2020