| 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 |
| Towards Cognitive Routing based on Deep Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exchangeable Input Representations for Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Placement Optimization with Deep Reinforcement Learning | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles | Mar 18, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Viewport-Aware Deep Reinforcement Learning Approach for 360^o Video Caching | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems | Mar 17, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks | Mar 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Application of Deep Q-Network in Portfolio Management | Mar 13, 2020 | Deep Reinforcement LearningFace Recognition | —Unverified | 0 |
| UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-agent Deep Reinforcement Learning | Mar 12, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Analyzing Visual Representations in Embodied Navigation Tasks | Mar 12, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| SQUIRL: Robust and Efficient Learning from Video Demonstration of Long-Horizon Robotic Manipulation Tasks | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Privacy-Cost Management in Smart Meters Using Deep Reinforcement Learning | Mar 10, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Explore and Exploit with Heterotic Line Bundle Models | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automatic Curriculum Learning For Deep RL: A Short Survey | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploring Unknown States with Action Balance | Mar 10, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning | Mar 10, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning | Mar 9, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Stable Policy Optimization via Off-Policy Divergence Regularization | Mar 9, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning | Mar 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning | Mar 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty | Mar 5, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning-BasedRobust Protection in DER-Rich Distribution Grids | Mar 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning | Mar 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning | Mar 3, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for QoS-Constrained Resource Allocation in Multiservice Networks | Mar 3, 2020 | Deep Reinforcement LearningDistributed Optimization | —Unverified | 0 |
