| 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 | 5 |
| C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS | Apr 5, 2021 | Continual LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning | Feb 6, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| PushWorld: A benchmark for manipulation planning with tools and movable obstacles | Jan 24, 2023 | OpenAI GymStarcraft | CodeCode Available | 1 | 5 |
| Real World Games Look Like Spinning Tops | Apr 20, 2020 | ClusteringStarcraft | CodeCode Available | 1 | 5 |
| Celebrating Diversity in Shared Multi-Agent Reinforcement Learning | Jun 4, 2021 | DiversityMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Settling the Variance of Multi-Agent Policy Gradients | Aug 19, 2021 | MuJoCoReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| An Introduction of mini-AlphaStar | Apr 14, 2021 | StarcraftStarcraft II | CodeCode Available | 1 | 5 |
| 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 | 5 |
| PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning | Jun 22, 2022 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Action Semantics Network: Considering the Effects of Actions in Multiagent Systems | Jul 26, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning | Jun 4, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| On the Limitations of Elo: Real-World Games, are Transitive, not Additive | Jun 21, 2022 | StarcraftStarcraft II | CodeCode Available | 0 | 5 |
| PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning | Feb 23, 2025 | Action GenerationDecision Making | CodeCode Available | 0 | 5 |
| Off-Policy Correction For Multi-Agent Reinforcement Learning | Nov 22, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning | Mar 5, 2024 | Federated LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning | Oct 19, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning | Dec 20, 2024 | DiversityMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Explainable Reinforcement Learning Through a Causal Lens | May 27, 2019 | counterfactualreinforcement-learning | CodeCode Available | 0 | 5 |
| Multi-Agent Common Knowledge Reinforcement Learning | Oct 27, 2018 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| MSC: A Dataset for Macro-Management in StarCraft II | Oct 9, 2017 | ManagementReal-Time Strategy Games | CodeCode Available | 0 | 5 |
| Arena: a toolkit for Multi-Agent Reinforcement Learning | Jul 20, 2019 | Multi-agent Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| MazeBase: A Sandbox for Learning from Games | Nov 23, 2015 | NegationReinforcement Learning | CodeCode Available | 0 | 5 |
| Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games | Mar 29, 2017 | Starcraft | CodeCode Available | 0 | 5 |
