| SMAClite: A Lightweight Environment for Multi-Agent Reinforcement Learning | May 9, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning | Apr 12, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automated classification of pre-defined movement patterns: A comparison between GNSS and UWB technology | Mar 10, 2023 | SMACSMAC+ | —Unverified | 0 |
| GHQ: Grouped Hybrid Q Learning for Heterogeneous Cooperative Multi-agent Reinforcement Learning | Mar 2, 2023 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Attacking Cooperative Multi-Agent Reinforcement Learning by Adversarial Minority Influence | Feb 7, 2023 | Continuous ControlMuJoCo | CodeCode Available | 1 |
| Self-Motivated Multi-Agent Exploration | Jan 5, 2023 | Multi-agent Reinforcement LearningSMAC | CodeCode Available | 0 |
| SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning | Dec 14, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 2 |
| Effects of Spectral Normalization in Multi-agent Reinforcement Learning | Dec 10, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency | Nov 29, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition | Nov 23, 2022 | Contrastive LearningDiversity | CodeCode Available | 1 |
| Decision-making with Speculative Opponent Models | Nov 22, 2022 | Decision MakingSMAC | CodeCode Available | 0 |
| Contextual Transformer for Offline Meta Reinforcement Learning | Nov 15, 2022 | D4RLMeta Reinforcement Learning | —Unverified | 0 |
| PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning | Oct 17, 2022 | Learning-To-RankMulti-agent Reinforcement Learning | —Unverified | 0 |
| Latent State Marginalization as a Low-cost Approach for Improving Exploration | Oct 3, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Transformer-based Value Function Decomposition for Cooperative Multi-agent Reinforcement Learning in StarCraft | Aug 15, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Maximum Correntropy Value Decomposition for Multi-agent Deep Reinforcemen Learning | Aug 7, 2022 | Deep Reinforcement LearningSMAC | —Unverified | 0 |
| Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL | Jun 1, 2022 | DiversityMulti-agent Reinforcement Learning | —Unverified | 0 |
| Scalable Multi-Agent Model-Based Reinforcement Learning | May 25, 2022 | Mambamodel | CodeCode Available | 1 |
| Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning | May 11, 2022 | DiversityMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Comprehensive Testing on the Robustness of Cooperative Multi-agent Reinforcement Learning | Apr 17, 2022 | ManagementMulti-agent Reinforcement Learning | —Unverified | 0 |
| Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework | Mar 10, 2022 | Data AugmentationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation | Mar 6, 2022 | Reinforcement Learning (RL)SMAC | —Unverified | 0 |
| Exploiting Semantic Epsilon Greedy Exploration Strategy in Multi-Agent Reinforcement Learning | Jan 26, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Comparative study of Hyper-Parameter Optimization Tools | Jan 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning | Dec 23, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution | Dec 9, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Offline Pre-trained Multi-Agent Decision Transformer: One Big Sequence Model Tackles All SMAC Tasks | Dec 6, 2021 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| State-based Episodic Memory for Multi-Agent Reinforcement Learning | Oct 19, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Revisiting the Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning | Sep 29, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Role Diversity Matters: A Study of Cooperative Training Strategies for Multi-Agent RL | Sep 29, 2021 | DiversityMulti-agent Reinforcement Learning | —Unverified | 0 |
| MARNET: Backdoor Attacks against Value-Decomposition Multi-Agent Reinforcement Learning | Sep 29, 2021 | Backdoor AttackDeep Reinforcement Learning | —Unverified | 0 |
| SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering | Aug 31, 2021 | Autonomous DrivingClustering | —Unverified | 0 |
| Cooperative Exploration for Multi-Agent Deep Reinforcement Learning | Jul 23, 2021 | Deep Reinforcement Learningreinforcement-learning | —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 |
| SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning | May 31, 2021 | FairnessMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients | Apr 27, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning | Apr 5, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers | Jan 20, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers | Jan 1, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium | Jan 1, 2021 | Adversarial RobustnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Coordinated Multi-Agent Exploration Using Shared Goals | Jan 1, 2021 | Deep Reinforcement Learningreinforcement-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 |
| AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation | Nov 21, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge? | Nov 18, 2020 | AllMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Black-Box Optimization of Object Detector Scales | Oct 29, 2020 | Bayesian OptimizationObject | —Unverified | 0 |
| SMAC: Symbiotic Multi-Agent Construction | Oct 16, 2020 | NavigateSMAC | —Unverified | 0 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation | Oct 6, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 |
