| SafeRoute: Learning to Navigate Streets Safely in an Urban Environment | Nov 3, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Navigation by Imitation in a Pedestrian-Rich Environment | Nov 1, 2018 | Imitation LearningNavigate | —Unverified | 0 |
| Visual Semantic Navigation using Scene Priors | Oct 15, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Sequential Learning of Movement Prediction in Dynamic Environments using LSTM Autoencoder | Oct 12, 2018 | DecoderNavigate | —Unverified | 0 |
| Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks | Oct 6, 2018 | AllMontezuma's Revenge | CodeCode Available | 0 |
| Image-based Guidance of Autonomous Aircraft for Wildfire Surveillance and Prediction | Oct 4, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Learning to Segment Inputs for NMT Favors Character-Level Processing | Oct 2, 2018 | Machine TranslationNavigate | —Unverified | 0 |
| Sparse Gaussian Process Temporal Difference Learning for Marine Robot Navigation | Oct 2, 2018 | Marine Robot NavigationNavigate | —Unverified | 0 |
| Vision-based Navigation of Autonomous Vehicle in Roadway Environments with Unexpected Hazards | Sep 27, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning | Sep 24, 2018 | Deep Reinforcement LearningHuman Dynamics | CodeCode Available | 1 |
| Opacity, Obscurity, and the Geometry of Question-Asking | Sep 21, 2018 | Navigate | —Unverified | 0 |
| Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots | Sep 19, 2018 | Navigate | —Unverified | 0 |
| Sorting and filtering as effective rational choice procedures | Sep 18, 2018 | Navigate | —Unverified | 0 |
| Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos | Sep 17, 2018 | Navigate | —Unverified | 0 |
| Semiparametrical Gaussian Processes Learning of Forward Dynamical Models for Navigating in a Circular Maze | Sep 13, 2018 | FrictionGaussian Processes | —Unverified | 0 |
| ViZDoom Competitions: Playing Doom from Pixels | Sep 10, 2018 | Navigatereinforcement-learning | CodeCode Available | 0 |
| On-Orbit Smart Camera System to Observe Illuminated and Unilluminated Space Objects | Sep 6, 2018 | NavigateObject | —Unverified | 0 |
| Ensemble Learning Applied to Classify GPS Trajectories of Birds into Male or Female | Aug 26, 2018 | Ensemble LearningFeature Engineering | CodeCode Available | 0 |
| Experiential Robot Learning with Accelerated Neuroevolution | Aug 16, 2018 | Navigate | CodeCode Available | 0 |
| The division of labor in communication: Speakers help listeners account for asymmetries in visual perspective | Jul 24, 2018 | Known UnknownsNavigate | CodeCode Available | 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 |
| RuleMatrix: Visualizing and Understanding Classifiers with Rules | Jul 17, 2018 | BIG-bench Machine LearningNavigate | CodeCode Available | 0 |
| Integrating Algorithmic Planning and Deep Learning for Partially Observable Navigation | Jul 17, 2018 | Deep LearningNavigate | —Unverified | 0 |
| Talk the Walk: Navigating New York City through Grounded Dialogue | Jul 9, 2018 | Navigate | CodeCode Available | 0 |
| How game complexity affects the playing behavior of synthetic agents | Jul 7, 2018 | Navigate | —Unverified | 0 |