| Assigning Credit with Partial Reward Decoupling in Multi-Agent Proximal Policy Optimization | Aug 8, 2024 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning | May 28, 2024 | Multi-agent Reinforcement LearningSMAC | CodeCode Available | 1 | 5 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL? | May 27, 2023 | Multi-agent Reinforcement Learningreinforcement-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 |
| Coordinated Proximal Policy Optimization | Nov 7, 2021 | StarcraftStarcraft II | CodeCode Available | 1 | 5 |
| A Benchmark for Generalizing Across Diverse Team Strategies in Competitive Pokémon | Jun 12, 2025 | Large Language ModelStarcraft | CodeCode Available | 1 | 5 |
| Attacking Cooperative Multi-Agent Reinforcement Learning by Adversarial Minority Influence | Feb 7, 2023 | Continuous ControlMuJoCo | CodeCode Available | 1 | 5 |
| CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning | Mar 16, 2022 | Multi-agent Reinforcement Learningreinforcement-learning | 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 |
| Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles | Apr 3, 2023 | Multi-agent Reinforcement LearningStarcraft | CodeCode Available | 1 | 5 |
| Learning to Play No-Press Diplomacy with Best Response Policy Iteration | Jun 8, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning | Jun 7, 2021 | Multi-agent Reinforcement LearningOffline RL | CodeCode Available | 1 | 5 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| 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 |
| Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning | Oct 9, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement 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 |
| Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning | Jun 19, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| FACMAC: Factored Multi-Agent Centralised Policy Gradients | Mar 14, 2020 | MuJoCoMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| Multi-Agent Collaboration via Reward Attribution Decomposition | Oct 16, 2020 | Dota 2Multi-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| RODE: Learning Roles to Decompose Multi-Agent Tasks | Oct 4, 2020 | ClusteringStarcraft | CodeCode Available | 1 | 5 |
| Energy-based Surprise Minimization for Multi-Agent Value Factorization | Sep 16, 2020 | Multi-agent Reinforcement LearningQ-Learning | CodeCode Available | 1 | 5 |
| DefogGAN: Predicting Hidden Information in the StarCraft Fog of War with Generative Adversarial Nets | Mar 4, 2020 | Starcraft | CodeCode Available | 1 | 5 |
| N-Agent Ad Hoc Teamwork | Apr 16, 2024 | Autonomous DrivingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games | Mar 2, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
