| Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming | Apr 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents | Apr 2, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey | Apr 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes | Mar 31, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 0 |
| Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints | Mar 30, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent | Mar 29, 2019 | Decision MakingOpenAI Gym | —Unverified | 0 |
| Meta-Learning surrogate models for sequential decision making | Mar 28, 2019 | Bayesian OptimisationDecision Making | —Unverified | 0 |
| Understanding the Relation Between Maximum-Entropy Inverse Reinforcement Learning and Behaviour Cloning | Mar 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Parallel Experimentation and Competitive Interference on Online Advertising Platforms | Mar 27, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests | Mar 27, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality | Mar 27, 2019 | AttributeDecision Making | —Unverified | 0 |
| On Attribution of Recurrent Neural Network Predictions via Additive Decomposition | Mar 27, 2019 | Decision Making | —Unverified | 0 |
| Self-adaptive decision-making mechanisms to balance the execution of multiple tasks for a multi-robots team | Mar 27, 2019 | Decision Making | —Unverified | 0 |
| Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic Regression | Mar 27, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Radiological images and machine learning: trends, perspectives, and prospects | Mar 27, 2019 | BIG-bench Machine LearningContent-Based Image Retrieval | —Unverified | 0 |
| Single-cell approaches to cell competition: high-throughput imaging, machine learning and simulations | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Portfolio optimization with two coherent risk measures | Mar 25, 2019 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Analyzing dynamic decision-making models using Chapman-Kolmogorov equations | Mar 25, 2019 | Decision Making | CodeCode Available | 0 |
| Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network | Mar 25, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Understanding Childhood Vulnerability in The City of Surrey | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Quantifying the impact of network structure on speed and accuracy in collective decision-making | Mar 22, 2019 | Decision Making | —Unverified | 0 |
| Symbolic Regression Methods for Reinforcement Learning | Mar 22, 2019 | Decision MakingFriction | —Unverified | 0 |
| Short-Term Prediction and Multi-Camera Fusion on Semantic Grids | Mar 21, 2019 | Decision MakingDecoder | —Unverified | 0 |
| Modeling Intelligent Decision Making Command And Control Agents: An Application to Air Defense | Mar 20, 2019 | Decision MakingMathematical Reasoning | —Unverified | 0 |
| Deep Gaussian Processes for Multi-fidelity Modeling | Mar 18, 2019 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning | Mar 18, 2019 | Decision Making | —Unverified | 0 |
| Multi-Differential Fairness Auditor for Black Box Classifiers | Mar 18, 2019 | Decision MakingFairness | —Unverified | 0 |
| A Weighted Multi-Criteria Decision Making Approach for Image Captioning | Mar 17, 2019 | Decision MakingImage Captioning | —Unverified | 0 |
| Model-Free Model Reconciliation | Mar 17, 2019 | Decision Makingmodel | —Unverified | 0 |
| Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle | Mar 17, 2019 | Decision Making | —Unverified | 0 |
| Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset | Mar 15, 2019 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Online Explanation Generation for Human-Robot Teaming | Mar 15, 2019 | Decision MakingExplanation Generation | —Unverified | 0 |
| Deep Distribution Regression | Mar 14, 2019 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| On Applications of Bootstrap in Continuous Space Reinforcement Learning | Mar 14, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration | Mar 14, 2019 | Decision Making | —Unverified | 0 |
| Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction | Mar 12, 2019 | Decision MakingTime Series Analysis | —Unverified | 0 |
| Temporal Logics Over Finite Traces with Uncertainty (Technical Report) | Mar 12, 2019 | Decision Making | —Unverified | 0 |
| Demand Prediction for Electric Vehicle Sharing | Mar 10, 2019 | Decision MakingPrediction | —Unverified | 0 |
| Fairness for Robust Log Loss Classification | Mar 10, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Rethinking System Health Management | Mar 10, 2019 | Decision MakingManagement | —Unverified | 0 |
| Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks | Mar 9, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Application of Genetic Algorithms to the Multiple Team Formation Problem | Mar 8, 2019 | Decision Making | —Unverified | 0 |
| Three-Way Decisions-Based Conflict Analysis Models | Mar 7, 2019 | Decision Making | —Unverified | 0 |
| A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners | Mar 6, 2019 | Decision Making | —Unverified | 0 |
| An approach to Decision Making based on Dynamic Argumentation Systems | Mar 5, 2019 | Decision Making | —Unverified | 0 |
| The Regretful Navigation Agent for Vision-and-Language Navigation | Mar 5, 2019 | Decision MakingVision and Language Navigation | CodeCode Available | 0 |
| Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons | Mar 5, 2019 | Decision Making | —Unverified | 0 |
| The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation | Mar 5, 2019 | Decision MakingVision and Language Navigation | CodeCode Available | 0 |
| On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social Learning | Mar 4, 2019 | Decision MakingFairness | CodeCode Available | 0 |