| Image Captioning based on Deep Reinforcement Learning | Sep 13, 2018 | Deep Reinforcement LearningImage Captioning | —Unverified | 0 |
| Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics | Sep 13, 2018 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Deep Reinforcement Learning for Event-Triggered Control | Sep 13, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Multi-task Deep Reinforcement Learning with PopArt | Sep 12, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Combining imagination and heuristics to learn strategies that generalize | Sep 10, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Adaptive Behavior Generation for Autonomous Driving using Deep Reinforcement Learning with Compact Semantic States | Sep 10, 2018 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification | Sep 10, 2018 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning | Sep 10, 2018 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 |
| Improving On-policy Learning with Statistical Reward Accumulation | Sep 7, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning | Sep 6, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks | Sep 6, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| ARCHER: Aggressive Rewards to Counter bias in Hindsight Experience Replay | Sep 6, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| ANS: Adaptive Network Scaling for Deep Rectifier Reinforcement Learning Models | Sep 6, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Challenges of Context and Time in Reinforcement Learning: Introducing Space Fortress as a Benchmark | Sep 6, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Transferring Deep Reinforcement Learning with Adversarial Objective and Augmentation | Sep 4, 2018 | Atari GamesBoard Games | —Unverified | 0 |
| Visual Transfer between Atari Games using Competitive Reinforcement Learning | Sep 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Effective Exploration for Deep Reinforcement Learning via Bootstrapped Q-Ensembles under Tsallis Entropy Regularization | Sep 2, 2018 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Natural Language Person Search Using Deep Reinforcement Learning | Sep 2, 2018 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking | Sep 1, 2018 | Deep Reinforcement LearningFacial Landmark Detection | —Unverified | 0 |
| Deep Reinforcement Learning with Iterative Shift for Visual Tracking | Sep 1, 2018 | Deep Reinforcement LearningMotion Estimation | —Unverified | 0 |
| Collaborative Deep Reinforcement Learning for Multi-Object Tracking | Sep 1, 2018 | Deep Reinforcement LearningMulti-Object Tracking | —Unverified | 0 |
| Part-Activated Deep Reinforcement Learning for Action Prediction | Sep 1, 2018 | Deep Reinforcement LearningPrediction | —Unverified | 0 |
| Goal-Oriented Visual Question Generation via Intermediate Rewards | Sep 1, 2018 | Deep Reinforcement LearningInformativeness | —Unverified | 0 |
| ExIt-OOS: Towards Learning from Planning in Imperfect Information Games | Aug 30, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| NavigationNet: A Large-scale Interactive Indoor Navigation Dataset | Aug 25, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
