| Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning | Jun 1, 2021 | counterfactualMulti-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 |
| Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment | May 21, 2021 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games | May 21, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| SIDE: State Inference for Partially Observable Cooperative Multi-Agent Reinforcement Learning | May 13, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Convolution for Irregularly Sampled Temporal Point Clouds | May 1, 2021 | StarcraftStarcraft II | —Unverified | 0 |
| Semi-On-Policy Training for Sample Efficient Multi-Agent Policy Gradients | Apr 27, 2021 | Multi-agent Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Optimize Neural Fictitious Self-Play in Regret Minimization Thinking | Apr 22, 2021 | Starcraft | —Unverified | 0 |
| Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement Learning | Apr 14, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| An Introduction of mini-AlphaStar | Apr 14, 2021 | StarcraftStarcraft II | CodeCode Available | 1 |
| C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS | Apr 5, 2021 | Continual LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| NQMIX: Non-monotonic Value Function Factorization for Deep Multi-Agent Reinforcement Learning | Apr 5, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| "Weak AI" is Likely to Never Become "Strong AI", So What is its Greatest Value for us? | Mar 29, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Regularized Softmax Deep Multi-Agent Q-Learning | Mar 22, 2021 | Multi-agent Reinforcement LearningQ-Learning | —Unverified | 0 |
| Meta-Learning for Planning: Automatic Synthesis of Sample Based Planners | Mar 13, 2021 | Decision MakingMeta-Learning | —Unverified | 0 |
| The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games | Mar 2, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Reinforcement Learning of Implicit and Explicit Control Flow in Instructions | Feb 25, 2021 | Minecraftreinforcement-learning | —Unverified | 0 |
| Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning | Feb 24, 2021 | Meta-LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents | Feb 16, 2021 | Multi-agent Reinforcement Learningquantile regression | —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 |
| Disturbing Reinforcement Learning Agents with Corrupted Rewards | Feb 12, 2021 | Autonomous Drivingreinforcement-learning | —Unverified | 0 |
| Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning | Feb 6, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| RMIX: Risk-Sensitive Multi-Agent Reinforcement Learning | Jan 1, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |