| An ocular biomechanics environment for reinforcement learning | Aug 12, 2020 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Overcoming Model Bias for Robust Offline Deep Reinforcement Learning | Aug 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey | Aug 11, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An Intelligent Control Strategy for buck DC-DC Converter via Deep Reinforcement Learning | Aug 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GRIMGEP: Learning Progress for Robust Goal Sampling in Visual Deep Reinforcement Learning | Aug 10, 2020 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing | Aug 10, 2020 | BinarizationDecision Making | —Unverified | 0 |
| Bilevel Learning Model Towards Industrial Scheduling | Aug 10, 2020 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| One for Many: Transfer Learning for Building HVAC Control | Aug 9, 2020 | Deep Reinforcement LearningTransfer Learning | —Unverified | 0 |
| TriFinger: An Open-Source Robot for Learning Dexterity | Aug 8, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Sample Efficient Agents through Algorithmic Alignment | Aug 7, 2020 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Distributed Deep Reinforcement Learning for Functional Split Control in Energy Harvesting Virtualized Small Cells | Aug 7, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning | Aug 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Tactile Robotics: Learning to Type on a Braille Keyboard | Aug 6, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | CodeCode Available | 1 |
| 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 |
| Deep Reinforcement Learning for Field Development Optimization | Aug 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Power Control from a Fixed Batch of Data | Aug 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning | Aug 5, 2020 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 1 |
| Robust Deep Reinforcement Learning through Adversarial Loss | Aug 5, 2020 | Adversarial AttackAtari Games | CodeCode Available | 1 |
| Follow the Object: Curriculum Learning for Manipulation Tasks with Imagined Goals | Aug 5, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| A Comparative Analysis of Deep Reinforcement Learning-enabled Freeway Decision-making for Automated Vehicles | Aug 4, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Multiple Code Hashing for Efficient Image Retrieval | Aug 4, 2020 | Deep Reinforcement LearningImage Retrieval | —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 |
| Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Tracking the Race Between Deep Reinforcement Learning and Imitation Learning -- Extended Version | Aug 3, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Control of Mobile Robots with Stackelberg Learning | Aug 3, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning | Aug 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Task Scheduling for Fog Computing with Multi-Resource Fairness | Aug 1, 2020 | Deep Reinforcement LearningFairness | —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 |
| Deep Reinforcement Learning Based Mobile Edge Computing for Intelligent Internet of Things | Aug 1, 2020 | Deep Reinforcement LearningEdge-computing | —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 |
| Deep Reinforcement Learning for Dynamic Spectrum Sensing and Aggregation in Multi-Channel Wireless Networks | Jul 28, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Cooperative Internet of UAVs: Distributed Trajectory Design by Multi-agent Deep Reinforcement Learning | Jul 28, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Combining Deep Reinforcement Learning and Search for Imperfect-Information Games | Jul 27, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs | Jul 24, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Artificial Intelligence in the Creative Industries: A Review | Jul 24, 2020 | BIG-bench Machine LearningData Compression | —Unverified | 0 |
| Monte-Carlo Tree Search as Regularized Policy Optimization | Jul 24, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Integrating Deep Reinforcement Learning Networks with Health System Simulations | Jul 21, 2020 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 1 |
| Buffer Pool Aware Query Scheduling via Deep Reinforcement Learning | Jul 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trade-off on Sim2Real Learning: Real-world Learning Faster than Simulations | Jul 21, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes | Jul 17, 2020 | Deep Reinforcement LearningPosition | —Unverified | 0 |
