| Soft Hindsight Experience Replay | Feb 6, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Integrating Deep Reinforcement Learning with Model-based Path Planners for Automated Driving | Feb 2, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning | Jan 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| SARL*: Deep Reinforcement Learning based Human-Aware Navigation for Mobile Robot in Indoor Environments | Jan 20, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Gradient Surgery for Multi-Task Learning | Jan 19, 2020 | Deep Reinforcement Learningimage-classification | CodeCode Available | 1 |
| PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning | Jan 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for Active Human Pose Estimation | Jan 7, 2020 | 3D Human Pose EstimationDeep Reinforcement Learning | CodeCode Available | 1 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments | Dec 24, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Learning Improvement Heuristics for Solving Routing Problems | Dec 12, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| VALAN: Vision and Language Agent Navigation | Dec 6, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Curriculum-guided Hindsight Experience Replay | Dec 1, 2019 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving | Nov 5, 2019 | Automated Theorem ProvingDeep Reinforcement Learning | CodeCode Available | 1 |
| PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning | Oct 31, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| Comparing Observation and Action Representations for Deep Reinforcement Learning in μRTS | Oct 26, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Control of Quantum Cartpoles | Oct 21, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning | Oct 10, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Interactive Language Learning by Question Answering | Aug 28, 2019 | Deep Reinforcement LearningMachine Reading Comprehension | CodeCode Available | 1 |
| Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks | Jul 28, 2019 | Contact-rich ManipulationDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems | Jul 10, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Agent Deep Reinforcement Learning for Liquidation Strategy Analysis | Jun 24, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past | Jun 10, 2019 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Snooping Attacks on Deep Reinforcement Learning | May 28, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
