| The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning | Aug 5, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 1 |
| Finding Failures in High-Fidelity Simulation using Adaptive Stress Testing and the Backward Algorithm | Jul 27, 2021 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| MarsExplorer: Exploration of Unknown Terrains via Deep Reinforcement Learning and Procedurally Generated Environments | Jul 21, 2021 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Co-designing Intelligent Control of Building HVACs and Microgrids | Jul 18, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification | Jul 15, 2021 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 1 |
| ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement | Jul 13, 2021 | Deep Reinforcement LearningImage Enhancement | CodeCode Available | 1 |
| Distributed Online Service Coordination Using Deep Reinforcement Learning | Jul 7, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Multi-Modal Mutual Information (MuMMI) Training for Robust Self-Supervised Deep Reinforcement Learning | Jul 6, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation | Jul 5, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Predicting Human Scanpaths in Visual Question Answering | Jun 19, 2021 | Deep Reinforcement LearningQuestion Answering | CodeCode Available | 1 |
