| DOP: Off-Policy Multi-Agent Decomposed Policy Gradients | Jan 1, 2021 | Multi-agent Reinforcement LearningStarcraft | —Unverified | 0 |
| Coordinated Multi-Agent Exploration Using Shared Goals | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms | Jan 1, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| FSV: Learning to Factorize Soft Value Function for Cooperative Multi-Agent Reinforcement Learning | Jan 1, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Factored Action Spaces in Deep Reinforcement Learning | Jan 1, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II | Dec 24, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning | Dec 22, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Exact Reduction of Huge Action Spaces in General Reinforcement Learning | Dec 18, 2020 | BinarizationGeneral Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning for the Beginning of Starcraft II Game | Dec 14, 2020 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
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| 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 |
| UneVEn: Universal Value Exploration for Multi-Agent Reinforcement Learning | Oct 6, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| RODE: Learning Roles to Decompose Multi-Agent Tasks | Oct 4, 2020 | ClusteringStarcraft | CodeCode Available | 1 |
| Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning | Sep 28, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 |
| AI and Wargaming | Sep 18, 2020 | Starcraft | —Unverified | 0 |
| Energy-based Surprise Minimization for Multi-Agent Value Factorization | Sep 16, 2020 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning | Sep 9, 2020 | Multi-agent Reinforcement Learningquantile regression | —Unverified | 0 |
| BGC: Multi-Agent Group Belief with Graph Clustering | Aug 20, 2020 | ClusteringGraph Clustering | —Unverified | 0 |
| Hierarchical Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection | Aug 8, 2020 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| QPLEX: Duplex Dueling Multi-Agent Q-Learning | Aug 3, 2020 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Improving Multi-Agent Cooperation using Theory of Mind | Jul 30, 2020 | Starcraft | —Unverified | 0 |
