| Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning | Apr 11, 2020 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 |
| Deep Reinforcement Learning for Process Control: A Primer for Beginners | Apr 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self Punishment and Reward Backfill for Deep Q-Learning | Apr 10, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization | Apr 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach | Apr 8, 2020 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents | Apr 7, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning | Apr 6, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Suphx: Mastering Mahjong with Deep Reinforcement Learning | Mar 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties | Mar 30, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 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 |
| 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 |
| Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming | Mar 23, 2020 | Deep Reinforcement LearningInductive logic programming | —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 |
| Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation | Mar 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming | Mar 21, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Robust and Smooth Policy | Mar 21, 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 |
| Autonomous UAV Navigation: A DDPG-based Deep Reinforcement Learning Approach | Mar 21, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Deep Reinforcement Learning with Weighted Q-Learning | Mar 20, 2020 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
