| Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making | Mar 25, 2019 | Decision Making | —Unverified | 0 |
| Analyzing dynamic decision-making models using Chapman-Kolmogorov equations | Mar 25, 2019 | Decision Making | CodeCode Available | 0 |
| Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention Network | Mar 25, 2019 | AttributeDecision Making | CodeCode Available | 0 |
| Portfolio optimization with two coherent risk measures | Mar 25, 2019 | Decision MakingPortfolio Optimization | —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 |
| Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle | Mar 17, 2019 | Decision Making | —Unverified | 0 |
| Model-Free Model Reconciliation | Mar 17, 2019 | Decision Makingmodel | —Unverified | 0 |
| A Weighted Multi-Criteria Decision Making Approach for Image Captioning | Mar 17, 2019 | Decision MakingImage Captioning | —Unverified | 0 |
| 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 |
| Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration | Mar 14, 2019 | Decision Making | —Unverified | 0 |
| On Applications of Bootstrap in Continuous Space Reinforcement Learning | Mar 14, 2019 | Decision Makingreinforcement-learning | —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 |
| 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 |
| The Regretful Navigation Agent for Vision-and-Language Navigation | Mar 5, 2019 | Decision MakingVision and Language Navigation | CodeCode Available | 0 |
| The StreetLearn Environment and Dataset | Mar 4, 2019 | Cross-View Geo-LocalisationDecision Making | CodeCode Available | 0 |
| Hedging the Drift: Learning to Optimize under Non-Stationarity | Mar 4, 2019 | Decision Making | —Unverified | 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 |
| Joint Perception and Control as Inference with an Object-based Implementation | Mar 4, 2019 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Automating Predictive Modeling Process using Reinforcement Learning | Mar 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Evaluation Mechanism of Collective Intelligence for Heterogeneous Agents Group | Mar 1, 2019 | Decision Making | —Unverified | 0 |
| Interpreting, axiomatising and representing coherent choice functions in terms of desirability | Feb 28, 2019 | Decision Making | —Unverified | 0 |
| Three Different Ways Synchronization Can Cause Contagion in Financial Markets | Feb 27, 2019 | Decision Making | —Unverified | 0 |
| Design of intentional backdoors in sequential models | Feb 26, 2019 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Reliable Deep Grade Prediction with Uncertainty Estimation | Feb 26, 2019 | Decision MakingPrediction | —Unverified | 0 |
| Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets | Feb 26, 2019 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Information Gathering in Decentralized POMDPs by Policy Graph Improvement | Feb 26, 2019 | Decision Making | CodeCode Available | 0 |
| An Online Learning Approach to Model Predictive Control | Feb 24, 2019 | Decision Makingmodel | —Unverified | 0 |
| Working Paper: Improved Stock Price Forecasting Algorithm based on Feature-weighed Support Vector Regression by using Grey Correlation Degree | Feb 24, 2019 | Decision Makingregression | —Unverified | 0 |
| Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse Weather | Feb 24, 2019 | 2D Object DetectionAutonomous Vehicles | CodeCode Available | 0 |
| Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models | Feb 23, 2019 | Decision MakingDialogue Generation | CodeCode Available | 0 |
| Stable and Fair Classification | Feb 21, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| UQ-CHI: An Uncertainty Quantification-Based Contemporaneous Health Index for Degenerative Disease Monitoring | Feb 21, 2019 | Decision MakingManagement | —Unverified | 0 |
| Cross-Sensor Periocular Biometrics in a Global Pandemic: Comparative Benchmark and Novel Multialgorithmic Approach | Feb 21, 2019 | Decision MakingFace Recognition | —Unverified | 0 |