| Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data | Oct 12, 2019 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Green Deep Reinforcement Learning for Radio Resource Management: Architecture, Algorithm Compression and Challenge | Oct 11, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Context-Aware Online Adaptation of Mixed Reality Interfaces | Oct 10, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model | Oct 10, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Estimation of Bounds on Potential Outcomes For Decision Making | Oct 10, 2019 | Decision Making | —Unverified | 0 |
| CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning | Oct 10, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction | Oct 9, 2019 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Toward a Computational Theory of Evidence-Based Reasoning for Instructable Cognitive Agents | Oct 9, 2019 | Decision Making | —Unverified | 0 |
| Multi-Vehicle Interaction Scenarios Generation with Interpretable Traffic Primitives and Gaussian Process Regression | Oct 8, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting | Oct 8, 2019 | Decision Makingobject-detection | —Unverified | 0 |
| Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations | Oct 7, 2019 | Decision MakingNatural Language Inference | —Unverified | 0 |
| Interpretable neural networks based on continuous-valued logic and multicriteria decision operators | Oct 6, 2019 | Decision Making | —Unverified | 0 |
| Recurrent neural network based decision support system | Oct 5, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| A Novel Graphical Lasso based approach towards Segmentation Analysis in Energy Game-Theoretic Frameworks | Oct 5, 2019 | Decision MakingSegmentation | —Unverified | 0 |
| A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis | Oct 5, 2019 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python | Oct 4, 2019 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Deep Q-Network for Angry Birds | Oct 4, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification | Oct 4, 2019 | Decision MakingDenoising | —Unverified | 0 |
| Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation | Oct 3, 2019 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| Silas: High Performance, Explainable and Verifiable Machine Learning | Oct 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks | Oct 3, 2019 | Adversarial AttackDecision Making | CodeCode Available | 0 |
| Blood lactate concentration prediction in critical care patients: handling missing values | Oct 3, 2019 | Decision MakingImputation | —Unverified | 0 |
| Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures | Oct 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy | Oct 2, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| AI Assisted Annotator using Reinforcement Learning | Oct 2, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning | Oct 2, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Personalized Data-to-Text Support Tool for Cancer Patients | Oct 1, 2019 | Decision Making | —Unverified | 0 |
| Revisiting the Binary Linearization Technique for Surface Realization | Oct 1, 2019 | Decision Making | —Unverified | 0 |
| The Choice Function Framework for Online Policy Improvement | Oct 1, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Decision Automation for Electric Power Network Recovery | Oct 1, 2019 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Action Anticipation for Collaborative Environments: The Impact of Contextual Information and Uncertainty-Based Prediction | Oct 1, 2019 | Action AnticipationDecision Making | —Unverified | 0 |
| Affordable Uplift: Supervised Randomization in Controlled Experiments | Oct 1, 2019 | Decision MakingMarketing | CodeCode Available | 0 |
| Reinforcement Learning for Multi-Objective Optimization of Online Decisions in High-Dimensional Systems | Oct 1, 2019 | Decision MakingManagement | —Unverified | 0 |
| Dynamic Interaction-Aware Scene Understanding for Reinforcement Learning in Autonomous Driving | Sep 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Q-Search Trees: An Information-Theoretic Approach Towards Hierarchical Abstractions for Agents with Computational Limitations | Sep 30, 2019 | Decision Making | —Unverified | 0 |
| Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points | Sep 30, 2019 | Decision Making | —Unverified | 0 |
| A Dynamic Strategy Coach for Effective Negotiation | Sep 30, 2019 | Decision MakingText Generation | —Unverified | 0 |
| Library network, a possible path to explainable neural networks | Sep 29, 2019 | Decision Making | —Unverified | 0 |
| Beating humans in a penny-matching game by leveraging cognitive hierarchy theory and Bayesian learning | Sep 27, 2019 | Decision Making | —Unverified | 0 |
| Counterfactual States for Atari Agents via Generative Deep Learning | Sep 27, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Interactive Decision Making for Autonomous Vehicles in Dense Traffic | Sep 27, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Autonomous Driving and Residential Location Preferences: Evidence from a Stated Choice Survey | Sep 26, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Collaborative Inter-agent Knowledge Distillation for Reinforcement Learning | Sep 25, 2019 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| LEX-GAN: Layered Explainable Rumor Detector Based on Generative Adversarial Networks | Sep 25, 2019 | Decision MakingFake News Detection | —Unverified | 0 |
| Antifragile and Robust Heteroscedastic Bayesian Optimisation | Sep 25, 2019 | Bayesian OptimisationDecision Making | —Unverified | 0 |
| PassNet: Learning pass probability surfaces from single-location labels. An architecture for visually-interpretable soccer analytics | Sep 25, 2019 | Decision MakingSports Analytics | —Unverified | 0 |
| Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over the Simplex | Sep 25, 2019 | Adversarial AttackBayesian Inference | —Unverified | 0 |
| PROVABLY BENEFITS OF DEEP HIERARCHICAL RL | Sep 25, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Unsupervised Temperature Scaling: Robust Post-processing Calibration for Domain Shift | Sep 25, 2019 | Decision Making | —Unverified | 0 |
| Generalizing Reinforcement Learning to Unseen Actions | Sep 25, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |