| Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| ASYNCHRONOUS MULTI-AGENT GENERATIVE ADVERSARIAL IMITATION LEARNING | Sep 25, 2019 | Decision MakingImitation Learning | —Unverified | 0 |
| Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment | Sep 25, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Actor-Critic Approach for Temporal Predictive Clustering | Sep 25, 2019 | ClusteringDecision Making | —Unverified | 0 |
| Low Rank Training of Deep Neural Networks for Emerging Memory Technology | Sep 25, 2019 | Computational EfficiencyDecision Making | —Unverified | 0 |
| A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks | Sep 24, 2019 | Decision MakingForm | —Unverified | 0 |
| Generating Geological Facies Models with Fidelity to Diversity and Statistics of Training Images using Improved Generative Adversarial Networks | Sep 23, 2019 | Decision MakingDisentanglement | —Unverified | 0 |
| Compiling Stochastic Constraint Programs to And-Or Decision Diagrams | Sep 23, 2019 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture | Sep 21, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Uncertainty Quantification with Statistical Guarantees in End-to-End Autonomous Driving Control | Sep 21, 2019 | Autonomous DrivingBayesian Inference | —Unverified | 0 |
| Bayesian data assimilation to support informed decision-making in individualised chemotherapy | Sep 20, 2019 | Decision MakingUncertainty Quantification | —Unverified | 0 |
| Automatic Table completion using Knowledge Base | Sep 20, 2019 | Decision Making | —Unverified | 0 |
| Agent Prioritization for Autonomous Navigation | Sep 19, 2019 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Human-In-The-Loop Learning of Qualitative Preference Models | Sep 19, 2019 | Decision Making | —Unverified | 0 |
| Robot Sound Interpretation: Combining Sight and Sound in Learning-Based Control | Sep 19, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Fair-by-design explainable models for prediction of recidivism | Sep 18, 2019 | Decision MakingExplainable Models | —Unverified | 0 |
| Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model | Sep 18, 2019 | Decision MakingManagement | —Unverified | 0 |
| Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment | Sep 18, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Value of Information in Probabilistic Logic Programs | Sep 18, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| AdaFair: Cumulative Fairness Adaptive Boosting | Sep 17, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction | Sep 17, 2019 | Decision MakingPrediction | CodeCode Available | 1 |
| PixelHop: A Successive Subspace Learning (SSL) Method for Object Classification | Sep 17, 2019 | BenchmarkingDecision Making | CodeCode Available | 0 |
| A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving | Sep 17, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Selective Network Discovery via Deep Reinforcement Learning on Embedded Spaces | Sep 16, 2019 | AttributeDecision Making | —Unverified | 0 |
| Interpreting and Improving Adversarial Robustness of Deep Neural Networks with Neuron Sensitivity | Sep 16, 2019 | Adversarial RobustnessDecision Making | —Unverified | 0 |
