| Tradeoff-Focused Contrastive Explanation for MDP Planning | Apr 27, 2020 | Decision MakingRobot Navigation | —Unverified | 0 |
| Computable Phenotypes of Patient Acuity in the Intensive Care Unit | Apr 27, 2020 | Decision MakingICU Admission | —Unverified | 0 |
| Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork | Apr 27, 2020 | Decision Making | —Unverified | 0 |
| Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks | Apr 27, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models | Apr 27, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Algebraic Approach to Directed Rough Sets | Apr 25, 2020 | Decision Making | —Unverified | 0 |
| A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts | Apr 25, 2020 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Search-based Test-Case Generation by Monitoring Responsibility Safety Rules | Apr 25, 2020 | Decision Making | —Unverified | 0 |
| Social Interactions or Business Transactions? What customer reviews disclose about Airbnb marketplace | Apr 24, 2020 | Decision Making | —Unverified | 0 |
| The Two Kinds of Free Energy and the Bayesian Revolution | Apr 24, 2020 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach | Apr 24, 2020 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Corpus-level and Concept-based Explanations for Interpretable Document Classification | Apr 24, 2020 | ClassificationDecision Making | CodeCode Available | 0 |
| Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks | Apr 24, 2020 | Decision Making | —Unverified | 0 |
| Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning | Apr 23, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility | Apr 23, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Brain experiments imply adaptation mechanisms which outperform common AI learning algorithms | Apr 23, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs | Apr 23, 2020 | Decision Making | CodeCode Available | 0 |
| Investigating similarities and differences between South African and Sierra Leonean school outcomes using Machine Learning | Apr 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Control of fixation duration during visual search task execution | Apr 22, 2020 | Decision Making | —Unverified | 0 |
| Sequential Anomaly Detection using Inverse Reinforcement Learning | Apr 22, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 |
| STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN | Apr 21, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Rigorous Explanation of Inference on Probabilistic Graphical Models | Apr 21, 2020 | AttributeDecision Making | —Unverified | 0 |
| Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness | Apr 21, 2020 | Decision MakingReinforcement Learning | —Unverified | 0 |
| Quarantine Deceiving Yelp's Users by Detecting Unreliable Rating Reviews | Apr 21, 2020 | Decision MakingSpam detection | —Unverified | 0 |
| On-the-Fly Joint Feature Selection and Classification | Apr 21, 2020 | ClassificationDecision Making | —Unverified | 0 |
| Machine Learning Method Used to find Discrete and Predictive Treatment of Cancer | Apr 21, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning as Reinforcement: Applying Principles of Neuroscience for More General Reinforcement Learning Agents | Apr 20, 2020 | Decision MakingGeneral Reinforcement Learning | —Unverified | 0 |
| LRCN-RetailNet: A recurrent neural network architecture for accurate people counting | Apr 20, 2020 | Decision Makingobject-detection | —Unverified | 0 |
| Exploring Distributed Control with the NK Model | Apr 20, 2020 | Decision Makingmodel | —Unverified | 0 |
| Five Points to Check when Comparing Visual Perception in Humans and Machines | Apr 20, 2020 | Decision MakingObject Recognition | CodeCode Available | 0 |
| RelSen: An Optimization-based Framework for Simultaneously Sensor Reliability Monitoring and Data Cleaning | Apr 19, 2020 | Decision Making | —Unverified | 0 |
| iCORPP: Interleaved Commonsense Reasoning and Probabilistic Planning on Robots | Apr 18, 2020 | Decision MakingManagement | —Unverified | 0 |
| Modeling, state estimation, and optimal control for the US COVID-19 outbreak | Apr 18, 2020 | Decision MakingState Estimation | —Unverified | 0 |
| Modeling Survival in model-based Reinforcement Learning | Apr 18, 2020 | Decision Makingmodel | —Unverified | 0 |
| Macro-Action-Based Deep Multi-Agent Reinforcement Learning | Apr 18, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation | Apr 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Shared Control Between Pilots and Autopilots: Illustration of a Cyber-Physical Human System | Apr 17, 2020 | Decision Making | —Unverified | 0 |
| Top-Down Networks: A coarse-to-fine reimagination of CNNs | Apr 16, 2020 | Decision Making | CodeCode Available | 0 |
| Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming | Apr 16, 2020 | Decision MakingExplanation Generation | —Unverified | 0 |
| Privacy-Preserving Policy Synthesis in Markov Decision Processes | Apr 16, 2020 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| Continual Learning for Anomaly Detection in Surveillance Videos | Apr 15, 2020 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Human Evaluation of Interpretability: The Case of AI-Generated Music Knowledge | Apr 15, 2020 | Decision Making | —Unverified | 0 |
| Using Player's Body-Orientation to Model Pass Feasibility in Soccer | Apr 15, 2020 | Decision Making | —Unverified | 0 |
| Sequential Batch Learning in Finite-Action Linear Contextual Bandits | Apr 14, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems | Apr 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems | Apr 13, 2020 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Power Constrained Bandits | Apr 13, 2020 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding | Apr 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Learning: Sequential Decision Making in Resource-Constrained Environments | Apr 13, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction | Apr 11, 2020 | Active LearningDecision Making | —Unverified | 0 |