| Part-Activated Deep Reinforcement Learning for Action Prediction | Sep 1, 2018 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| ExIt-OOS: Towards Learning from Planning in Imperfect Information Games | Aug 30, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Adversarial Deep Reinforcement Learning in Portfolio Management | Aug 29, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 1 |
| NavigationNet: A Large-scale Interactive Indoor Navigation Dataset | Aug 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations | Aug 23, 2018 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Importance mixing: Improving sample reuse in evolutionary policy search methods | Aug 17, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Context-Aware Visual Policy Network for Sequence-Level Image Captioning | Aug 16, 2018 | Deep Reinforcement LearningImage Captioning | CodeCode Available | 0 |
| Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games | Aug 15, 2018 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 |
| Visual Sensor Network Reconfiguration with Deep Reinforcement Learning | Aug 13, 2018 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| End-to-end Active Object Tracking and Its Real-world Deployment via Reinforcement Learning | Aug 10, 2018 | Deep Reinforcement LearningObject | —Unverified | 0 |
| An Efficient Deep Reinforcement Learning Model for Urban Traffic Control | Aug 6, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Interpretable Rationale Augmented Charge Prediction System | Aug 1, 2018 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| Structured Dialogue Policy with Graph Neural Networks | Aug 1, 2018 | Automatic Speech Recognition (ASR)Decision Making | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks | Aug 1, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Improving Spatiotemporal Self-Supervision by Deep Reinforcement Learning | Jul 30, 2018 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration | Jul 30, 2018 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Active Object Perceiver: Recognition-guided Policy Learning for Object Searching on Mobile Robots | Jul 30, 2018 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Learning to Play Pong using Policy Gradient Learning | Jul 23, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| NAVREN-RL: Learning to fly in real environment via end-to-end deep reinforcement learning using monocular images | Jul 22, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Asynchronous Advantage Actor-Critic Agent for Starcraft II | Jul 22, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Heuristics for Quantified Boolean Formulas through Deep Reinforcement Learning | Jul 20, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| FuzzerGym: A Competitive Framework for Fuzzing and Learning | Jul 19, 2018 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
