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| Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning | Apr 6, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
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| Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning | Apr 3, 2020 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Action Space Shaping in Deep Reinforcement Learning | Apr 2, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT | Apr 2, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning | Apr 1, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation | Mar 31, 2020 | 3D Human Pose EstimationDeep Reinforcement Learning | CodeCode Available | 1 |
| Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties | Mar 30, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning | Mar 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep reinforcement learning for large-scale epidemic control | Mar 30, 2020 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| Suphx: Mastering Mahjong with Deep Reinforcement Learning | Mar 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning-Based Multi-Channel Access in 5G and Beyond Networks with Fast Time-Varying Channels | Mar 28, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning medical triage from clinicians using Deep Q-Learning | Mar 28, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Modeling 3D Shapes by Reinforcement Learning | Mar 27, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Towards Better Opioid Antagonists Using Deep Reinforcement Learning | Mar 26, 2020 | Deep Reinforcement LearningDrug Discovery | —Unverified | 0 |
| Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory | Mar 24, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Learn to Schedule (LEASCH): A Deep reinforcement learning approach for radio resource scheduling in the 5G MAC layer | Mar 24, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Importance of using appropriate baselines for evaluation of data-efficiency in deep reinforcement learning for Atari | Mar 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming | Mar 23, 2020 | Deep Reinforcement LearningInductive logic programming | —Unverified | 0 |
| Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments | Mar 23, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation | Mar 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics | Mar 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
