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| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| An Introduction of mini-AlphaStar | Apr 14, 2021 | StarcraftStarcraft II | CodeCode Available | 1 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS | Apr 5, 2021 | Continual LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games | Mar 2, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| DFAC Framework: Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning | Feb 16, 2021 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning | Feb 6, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| TStarBot-X: An Open-Sourced and Comprehensive Study for Efficient League Training in StarCraft II Full Game | Nov 27, 2020 | AI AgentImitation Learning | CodeCode Available | 1 |
| TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement Learning | Nov 25, 2020 | Dota 2Multi-agent Reinforcement Learning | CodeCode Available | 1 |
| Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? | Nov 18, 2020 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Multi-Agent Collaboration via Reward Attribution Decomposition | Oct 16, 2020 | Dota 2Multi-agent Reinforcement Learning | CodeCode Available | 1 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| RODE: Learning Roles to Decompose Multi-Agent Tasks | Oct 4, 2020 | ClusteringStarcraft | CodeCode Available | 1 |
| Energy-based Surprise Minimization for Multi-Agent Value Factorization | Sep 16, 2020 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| QPLEX: Duplex Dueling Multi-Agent Q-Learning | Aug 3, 2020 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Off-Policy Multi-Agent Decomposed Policy Gradients | Jul 24, 2020 | Multi-agent Reinforcement LearningStarcraft | CodeCode Available | 1 |
| Value-Decomposition Multi-Agent Actor-Critics | Jul 24, 2020 | Multi-agent Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning | Jun 19, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning | Jun 18, 2020 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Learning to Play No-Press Diplomacy with Best Response Policy Iteration | Jun 8, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning | Jun 7, 2020 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
