| 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 |
| FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation | Jul 27, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Artificial Intelligence in the Creative Industries: A Review | Jul 24, 2020 | BIG-bench Machine LearningData Compression | —Unverified | 0 |
| Trade-off on Sim2Real Learning: Real-world Learning Faster than Simulations | Jul 21, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning | Jul 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes | Jul 17, 2020 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Distributed Reinforcement Learning of Targeted Grasping with Active Vision for Mobile Manipulators | Jul 16, 2020 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Dueling Deep Q Network for Highway Decision Making in Autonomous Vehicles: A Case Study | Jul 16, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Transfer Deep Reinforcement Learning-enabled Energy Management Strategy for Hybrid Tracked Vehicle | Jul 16, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Mixture of Step Returns in Bootstrapped DQN | Jul 16, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Enhanced detection of fetal pose in 3D MRI by Deep Reinforcement Learning with physical structure priors on anatomy | Jul 16, 2020 | AnatomyDecision Making | —Unverified | 0 |
| Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences | Jul 16, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Decision-making Strategy on Highway for Autonomous Vehicles using Deep Reinforcement Learning | Jul 16, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Meta-Gradient Reinforcement Learning with an Objective Discovered Online | Jul 16, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| DRIFT: Deep Reinforcement Learning for Functional Software Testing | Jul 16, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Qgraph-bounded Q-learning: Stabilizing Model-Free Off-Policy Deep Reinforcement Learning | Jul 15, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems | Jul 15, 2020 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Robustifying Reinforcement Learning Agents via Action Space Adversarial Training | Jul 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Revisiting Fundamentals of Experience Replay | Jul 13, 2020 | Deep Reinforcement LearningDQN Replay Dataset | CodeCode Available | 0 |
| Reinforcement Learning of Musculoskeletal Control from Functional Simulations | Jul 13, 2020 | AnatomyDeep Reinforcement Learning | CodeCode Available | 0 |
| AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning | Jul 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning | Jul 12, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Simulating multi-exit evacuation using deep reinforcement learning | Jul 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning | Jul 10, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Representations for Stable Off-Policy Reinforcement Learning | Jul 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
