| CuDA2: An approach for Incorporating Traitor Agents into Cooperative Multi-Agent Systems | Jun 25, 2024 | Adversarial AttackMulti-agent Reinforcement Learning | —Unverified | 0 |
| Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients | Apr 27, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning | Apr 17, 2022 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| AgentMixer: Multi-Agent Correlated Policy Factorization | Jan 16, 2024 | Imitation LearningMuJoCo | —Unverified | 0 |
| Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation | Mar 6, 2022 | Reinforcement Learning (RL)SMAC | —Unverified | 0 |
| Dynamic Sight Range Selection in Multi-Agent Reinforcement Learning | May 19, 2025 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning | May 11, 2022 | DiversityMulti-agent Reinforcement Learning | —Unverified | 0 |
| What Makes a Top-Performing Precision Medicine Search Engine? Tracing Main System Features in a Systematic Way | Jun 4, 2020 | RetrievalSMAC | —Unverified | 0 |
| Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation | Feb 13, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Ensemble-MIX: Enhancing Sample Efficiency in Multi-Agent RL Using Ensemble Methods | Jun 3, 2025 | Ensemble LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Exploiting Semantic Epsilon Greedy Exploration Strategy in Multi-Agent Reinforcement Learning | Jan 26, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fast Optimization of Wildfire Suppression Policies with SMAC | Mar 28, 2017 | ManagementSMAC | —Unverified | 0 |
| SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering | Aug 31, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions | Jul 1, 2018 | ClusteringObject | —Unverified | 0 |
| Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration | Apr 5, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning | Apr 15, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SMAC: Symbiotic Multi-Agent Construction | Oct 16, 2020 | NavigateSMAC | —Unverified | 0 |
| How much can change in a year? Revisiting Evaluation in Multi-Agent Reinforcement Learning | Dec 13, 2023 | Multi-agent Reinforcement LearningSMAC | —Unverified | 0 |
| A Comparative study of Hyper-Parameter Optimization Tools | Jan 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning | Feb 28, 2024 | Action GenerationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Improving Global Parameter-sharing in Physically Heterogeneous Multi-agent Reinforcement Learning with Unified Action Space | Aug 14, 2024 | Multi-agent Reinforcement LearningSMAC | —Unverified | 0 |
| Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling | Jan 10, 2024 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Social Cost of Carbon: What Do the Numbers Really Mean? | Jan 24, 2020 | SMACSMAC+ | —Unverified | 0 |
| UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers | Jan 1, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks | Jul 19, 2018 | Hyperparameter OptimizationSMAC | —Unverified | 0 |
| Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization | Jun 21, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning | Dec 23, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning | Feb 8, 2025 | MuJoCoMulti-agent Reinforcement Learning | —Unverified | 0 |
| MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning | Feb 12, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning | Sep 29, 2021 | Backdoor AttackDeep Reinforcement Learning | —Unverified | 0 |
| MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning | Oct 18, 2023 | Decision MakingSMAC | —Unverified | 0 |
| Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning | Aug 7, 2022 | Deep Reinforcement LearningSMAC | —Unverified | 0 |
| MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning | Jun 22, 2021 | Distributional Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| BGC: Multi-Agent Group Belief with Graph Clustering | Aug 20, 2020 | ClusteringGraph Clustering | —Unverified | 0 |
| NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning | Apr 5, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| State-based Episodic Memory for Multi-Agent Reinforcement Learning | Oct 19, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration | Oct 25, 2024 | Efficient ExplorationMulti-agent Reinforcement Learning | —Unverified | 0 |
| O-MAPL: Offline Multi-agent Preference Learning | Jan 31, 2025 | Reinforcement Learning (RL)SMAC | —Unverified | 0 |
| POCAII: Parameter Optimization with Conscious Allocation using Iterative Intelligence | May 16, 2025 | Hyperparameter OptimizationSMAC | —Unverified | 0 |
| Poisson Process for Bayesian Optimization | Feb 5, 2024 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL | Jun 1, 2022 | DiversityMulti-agent Reinforcement Learning | —Unverified | 0 |
| Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning | Sep 13, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning | Oct 17, 2022 | Learning-To-RankMulti-agent Reinforcement Learning | —Unverified | 0 |
| QFree: A Universal Value Function Factorization for Multi-Agent Reinforcement Learning | Nov 1, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning | Jun 22, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| QR-MIX: Distributional Value Function Factorisation for Cooperative Multi-Agent Reinforcement Learning | Sep 9, 2020 | Multi-agent Reinforcement Learningquantile regression | —Unverified | 0 |
| Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Delayed Observation | May 6, 2025 | Multi-agent Reinforcement LearningSMAC | —Unverified | 0 |
| Research on Multi-Agent Communication and Collaborative Decision-Making Based on Deep Reinforcement Learning | May 23, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Revisiting the Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning | Sep 29, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration | Jan 19, 2024 | SMACSMAC+ | —Unverified | 0 |
