| Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images | Aug 6, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning | Aug 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals | Aug 5, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Learning Power Control from a Fixed Batch of Data | Aug 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Field Development Optimization | Aug 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multiple Code Hashing for Efficient Image Retrieval | Aug 4, 2020 | Deep Reinforcement LearningImage Retrieval | —Unverified | 0 |
| A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles | Aug 4, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Explanation of Reinforcement Learning Model in Dynamic Multi-Agent System | Aug 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Relearning Approach to Reinforcement Learning for Control of Smart Buildings | Aug 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Cooperative Control of Mobile Robots with Stackelberg Learning | Aug 3, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things | Aug 1, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning | Aug 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| V2I Connectivity-Based Dynamic Queue-Jump Lane for Emergency Vehicles: A Deep Reinforcement Learning Approach | Aug 1, 2020 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Online Task Scheduling for Fog Computing with Multi-Resource Fairness | Aug 1, 2020 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Service Chain Composition with Failures in NFV Systems: A Game-Theoretic Perspective | Aug 1, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning using Cyclical Learning Rates | Jul 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Queueing Network Controls via Deep Reinforcement Learning | Jul 31, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Classic Meets Modern: a Pragmatic Learning-Based Congestion Control for the Internet | Jul 30, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Hedging of Long-Term Financial Derivatives | Jul 29, 2020 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning | Jul 29, 2020 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Adversarial Robustness for Machine Learning Cyber Defenses Using Log Data | Jul 29, 2020 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Cooperative Internet of UAVs: Distributed Trajectory Design by Multi-agent Deep Reinforcement Learning | Jul 28, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dynamic Spectrum Sensing and Aggregation in Multi-Channel Wireless Networks | Jul 28, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
