| 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 |
