| Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models | Jun 22, 2024 | Reinforcement Learning (RL)SMAC | CodeCode Available | 0 |
| Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning | Apr 15, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration | Apr 5, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Better Understandings and Configurations in MaxSAT Local Search Solvers via Anytime Performance Analysis | Mar 11, 2024 | Hyperparameter OptimizationSMAC | —Unverified | 0 |
| PPS-QMIX: Periodically Parameter Sharing for Accelerating Convergence of Multi-Agent Reinforcement Learning | Mar 5, 2024 | Federated LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning | Feb 28, 2024 | Action GenerationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Aligning Individual and Collective Objectives in Multi-Agent Cooperation | Feb 19, 2024 | SMACSMAC+ | —Unverified | 0 |
| Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation | Feb 13, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MAIDCRL: Semi-centralized Multi-Agent Influence Dense-CNN Reinforcement Learning | Feb 12, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Poisson Process for Bayesian Optimization | Feb 5, 2024 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration | Jan 19, 2024 | SMACSMAC+ | —Unverified | 0 |
| AgentMixer: Multi-Agent Correlated Policy Factorization | Jan 16, 2024 | Imitation LearningMuJoCo | —Unverified | 0 |
| Innate-Values-driven Reinforcement Learning based Cooperative Multi-Agent Cognitive Modeling | Jan 10, 2024 | reinforcement-learningReinforcement Learning | —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 |
| QFree: A Universal Value Function Factorization for Multi-Agent Reinforcement Learning | Nov 1, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning | Oct 18, 2023 | Decision MakingSMAC | —Unverified | 0 |
| Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning | Sep 13, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| A Unified Framework for Factorizing Distributional Value Functions for Multi-Agent Reinforcement Learning | Jun 4, 2023 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Research on Multi-Agent Communication and Collaborative Decision-Making Based on Deep Reinforcement Learning | May 23, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
| Self-Motivated Multi-Agent Exploration | Jan 5, 2023 | Multi-agent Reinforcement LearningSMAC | CodeCode Available | 0 |
| Effects of Spectral Normalization in Multi-agent Reinforcement Learning | Dec 10, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| State-based Episodic Memory for Multi-Agent Reinforcement Learning | Oct 19, 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 |
| Revisiting the Monotonicity Constraint in Cooperative Multi-Agent Reinforcement Learning | Sep 29, 2021 | Multi-agent Reinforcement Learningreinforcement-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 |
| 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 |
| 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 |
| UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers | Jan 1, 2021 | Multi-agent 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 |
