| N-Agent Ad Hoc Teamwork | Apr 16, 2024 | Autonomous DrivingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Meta Reinforcement Learning with Autonomous Inference of Subtask Dependencies | Jan 1, 2020 | Efficient ExplorationMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| Trajectory-Class-Aware Multi-Agent Reinforcement Learning | Mar 3, 2025 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| MASER: Multi-Agent Reinforcement Learning with Subgoals Generated from Experience Replay Buffer | Jun 20, 2022 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| FoX: Formation-aware exploration in multi-agent reinforcement learning | Aug 22, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning | Apr 17, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning | Dec 1, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games | Aug 15, 2018 | Deep Reinforcement LearningReal-Time Strategy Games | 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 Framework for Understanding and Visualizing Strategies of RL Agents | Aug 17, 2022 | EthicsStarcraft | CodeCode Available | 0 | 5 |
| Arena: a toolkit for Multi-Agent Reinforcement Learning | Jul 20, 2019 | Multi-agent Reinforcement LearningOpenAI Gym | CodeCode Available | 0 | 5 |
| Carefully Structured Compression: Efficiently Managing StarCraft II Data | Oct 11, 2024 | StarcraftStarcraft II | CodeCode Available | 0 | 5 |
| Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents | Mar 16, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| CODEX: A Cluster-Based Method for Explainable Reinforcement Learning | Dec 7, 2023 | Clusteringcounterfactual | CodeCode Available | 0 | 5 |
| Deep Coordination Graphs | Sep 27, 2019 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 0 | 5 |
| MCMARL: Parameterizing Value Function via Mixture of Categorical Distributions for Multi-Agent Reinforcement Learning | Feb 21, 2022 | Multi-agent Reinforcement LearningStarcraft | CodeCode Available | 0 | 5 |
| Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control | Sep 6, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning | Mar 2, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Explainable Reinforcement Learning Through a Causal Lens | May 27, 2019 | counterfactualreinforcement-learning | CodeCode Available | 0 | 5 |
| EXPODE: EXploiting POlicy Discrepancy for Efficient Exploration in Multi-agent Reinforcement Learning | May 30, 2023 | Efficient ExplorationMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| FCMNet: Full Communication Memory Net for Team-Level Cooperation in Multi-Agent Systems | Jan 28, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 0 | 5 |
| Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning | Mar 28, 2024 | Graph LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient | Oct 10, 2022 | 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 |
| Multi-Agent Common Knowledge Reinforcement Learning | Oct 27, 2018 | 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 |
| On the Limitations of Elo: Real-World Games, are Transitive, not Additive | Jun 21, 2022 | StarcraftStarcraft II | CodeCode Available | 0 | 5 |
| PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning | Jun 22, 2022 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning | Feb 23, 2025 | Action GenerationDecision Making | CodeCode Available | 0 | 5 |
| Relational Deep Reinforcement Learning | Jun 5, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Self-Motivated Multi-Agent Exploration | Jan 5, 2023 | Multi-agent Reinforcement LearningSMAC | CodeCode Available | 0 | 5 |
| StarCraft II: A New Challenge for Reinforcement Learning | Aug 16, 2017 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 | 5 |
| Tackling Uncertainties in Multi-Agent Reinforcement Learning through Integration of Agent Termination Dynamics | Jan 21, 2025 | Distributional Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| The Natural Language of Actions | Feb 4, 2019 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game | Sep 19, 2018 | AI AgentDecision Making | CodeCode Available | 0 | 5 |
| Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution | Dec 9, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients | Jan 4, 2022 | StarcraftStarcraft II | CodeCode Available | 0 | 5 |
| Variational Saccading: Efficient Inference for Large Resolution Images | Dec 8, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning | Sep 29, 2021 | Backdoor AttackDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Forecasting Evolution of Clusters in Game Agents with Hebbian Learning | Aug 19, 2022 | ClusteringMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
| Fidelity-Induced Interpretable Policy Extraction for Reinforcement Learning | Sep 12, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Minimax Exploiter: A Data Efficient Approach for Competitive Self-Play | Nov 28, 2023 | Atari GamesDiversity | —Unverified | 0 | 0 |
| A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets | Feb 14, 2020 | StarcraftStarcraft II | —Unverified | 0 | 0 |
| Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization | Oct 15, 2023 | Multi-agent Reinforcement LearningOff-policy evaluation | —Unverified | 0 | 0 |
| MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees | Sep 15, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Modular Architecture for StarCraft II with Deep Reinforcement Learning | Nov 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Towards a Deep Reinforcement Learning Approach for Tower Line Wars | Dec 17, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 | 0 |
| Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization | May 31, 2020 | counterfactualMulti-agent Reinforcement Learning | —Unverified | 0 | 0 |
