| Learning Mobile Robot Navigation in the Dense Crowd with Deep Reinforcement Learning | Dec 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Optimization of Multi-Factor Model in Quantitative Trading Based On Reinforcement Learning | Dec 14, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Demystify Painting with RL | Dec 14, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Ranking Items in Large-Scale Item Search Engines with Reinforcement Learning | Dec 14, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Towards Understanding Deep Policy Gradients: A Case Study on PPO | Dec 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decision Making under Uncertainty: A Game of Two Selves | Dec 14, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Decision-Making Algorithms for Learning and Adaptation with Application to COVID-19 Data | Dec 14, 2020 | Decision Making | —Unverified | 0 |
| NeurIPS 2020 Competition: Predicting Generalization in Deep Learning | Dec 14, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Deliberative and Conceptual Inference in Service Robots | Dec 13, 2020 | Common Sense ReasoningDecision Making | CodeCode Available | 0 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation | Dec 12, 2020 | Brain Tumor SegmentationDecision Making | —Unverified | 0 |
| A Unified Model for the Two-stage Offline-then-Online Resource Allocation | Dec 12, 2020 | Decision Making | —Unverified | 0 |
| Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable | Dec 11, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning | Dec 10, 2020 | Decision MakingTransfer Learning | —Unverified | 0 |
| A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale | Dec 10, 2020 | Decision Making | CodeCode Available | 1 |
| Artificial Intelligence & Cooperation | Dec 10, 2020 | Decision Making | —Unverified | 0 |
| Improving healthcare access management by predicting patient no-show behaviour | Dec 10, 2020 | Decision MakingManagement | CodeCode Available | 0 |
| Hindsight and Sequential Rationality of Correlated Play | Dec 10, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| xRAI: Explainable Representations through AI | Dec 10, 2020 | Decision Making | —Unverified | 0 |
| Vision-based Price Suggestion for Online Second-hand Items | Dec 10, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Interactive Search Based on Deep Reinforcement Learning | Dec 9, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Algorithmic Risk Assessments Can Alter Human Decision-Making Processes in High-Stakes Government Contexts | Dec 9, 2020 | Decision Making | —Unverified | 0 |
| Model-agnostic Fits for Understanding Information Seeking Patterns in Humans | Dec 9, 2020 | Decision Making | —Unverified | 0 |
| Muticriteria decision making based on independent component analysis: A preliminary investigation considering the TOPSIS approach | Dec 7, 2020 | Decision Making | —Unverified | 0 |
| A predictive model for kidney transplant graft survival using machine learning | Dec 7, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Improving Fairness and Privacy in Selection Problems | Dec 7, 2020 | Decision MakingFairness | —Unverified | 0 |
| Amortized Q-learning with Model-based Action Proposals for Autonomous Driving on Highways | Dec 6, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Maximizing Social Welfare in a Competitive Diffusion Model | Dec 6, 2020 | Decision MakingMarketing | —Unverified | 0 |
| Cirrus: A Long-range Bi-pattern LiDAR Dataset | Dec 5, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Over a Decade of Social Opinion Mining: A Systematic Review | Dec 5, 2020 | Decision MakingManagement | —Unverified | 0 |
| Learning in two-player games between transparent opponents | Dec 4, 2020 | Decision MakingVocal Bursts Valence Prediction | CodeCode Available | 0 |
| Challenging common interpretability assumptions in feature attribution explanations | Dec 4, 2020 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Spatial Language Understanding for Object Search in Partially Observed City-scale Environments | Dec 4, 2020 | Decision MakingInstruction Following | CodeCode Available | 0 |
| Towards Repairing Neural Networks Correctly | Dec 3, 2020 | Decision MakingFace Recognition | —Unverified | 0 |
| Steady-State Planning in Expected Reward Multichain MDPs | Dec 3, 2020 | Decision Making | —Unverified | 0 |
| Towards an AI assistant for power grid operators | Dec 3, 2020 | Decision Making | —Unverified | 0 |
| Cross-Loss Influence Functions to Explain Deep Network Representations | Dec 3, 2020 | Decision MakingLanguage Modelling | CodeCode Available | 0 |
| Neural Prototype Trees for Interpretable Fine-grained Image Recognition | Dec 3, 2020 | Decision MakingFine-Grained Image Recognition | CodeCode Available | 1 |
| Explainable AI for Software Engineering | Dec 3, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Explaining Predictions of Deep Neural Classifier via Activation Analysis | Dec 3, 2020 | Computed Tomography (CT)Decision Making | —Unverified | 0 |
| Towards Intelligent Reconfigurable Wireless Physical Layer (PHY) | Dec 2, 2020 | Decision Making | CodeCode Available | 0 |
| Differential Morphed Face Detection Using Deep Siamese Networks | Dec 2, 2020 | Decision MakingFace Detection | —Unverified | 0 |
| Gaussian Process-based Approach for Bilevel Optimization in the Power System -- A Critical Load Restoration Case | Dec 2, 2020 | Bilevel OptimizationComputational Efficiency | —Unverified | 0 |
| Are Gradient-based Saliency Maps Useful in Deep Reinforcement Learning? | Dec 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| General Characterization of Agents by States they Visit | Dec 2, 2020 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs | Dec 1, 2020 | Decision MakingSentiment Analysis | CodeCode Available | 0 |
| Document-level Relation Extraction with Dual-tier Heterogeneous Graph | Dec 1, 2020 | Decision MakingDocument-level Relation Extraction | —Unverified | 0 |
| Exploring Amharic Sentiment Analysis from Social Media Texts: Building Annotation Tools and Classification Models | Dec 1, 2020 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models | Dec 1, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Tight Lower Bound and Efficient Reduction for Swap Regret | Dec 1, 2020 | Decision Making | —Unverified | 0 |