| Estimating Risk and Uncertainty in Deep Reinforcement Learning | May 23, 2019 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal | May 23, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| COBRA: Data-Efficient Model-Based RL through Unsupervised Object Discovery and Curiosity-Driven Exploration | May 22, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Deep Reinforcement Learning for Detecting Malicious Websites | May 22, 2019 | Deep Reinforcement LearningPhishing Website Detection | —Unverified | 0 |
| Stochastic Variance Reduction for Deep Q-learning | May 20, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning Based Parameter Control in Differential Evolution | May 20, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| In Support of Over-Parametrization in Deep Reinforcement Learning: an Empirical Study | May 17, 2019 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning | May 17, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Stratospheric Aerosol Injection as a Deep Reinforcement Learning Problem | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks | May 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to learn to communicate | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Knowledge-Based Sequential Decision-Making Under Uncertainty | May 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Meta Reinforcement Learning with Task Embedding and Shared Policy | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
| Learning Active Spine Behaviors for Dynamic and Efficient Locomotion in Quadruped Robots | May 15, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for scheduling in large-scale networked control systems | May 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Scheduling in Cellular Networks | May 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| TauRieL: Targeting Traveling Salesman Problem with a deep reinforcement learning inspired architecture | May 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Trajectory-Based Off-Policy Deep Reinforcement Learning | May 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Task-Agnostic Dynamics Priors for Deep Reinforcement Learning | May 13, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Diagnosing Reinforcement Learning for Traffic Signal Control | May 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Graph Attention Memory for Visual Navigation | May 11, 2019 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework | May 11, 2019 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Intelligent User Association for Symbiotic Radio Networks using Deep Reinforcement Learning | May 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Do Autonomous Agents Benefit from Hearing? | May 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing | May 10, 2019 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
