| Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Approaches | Jul 12, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Do Pension Benefits Accelerate Cognitive Decline in Late Adulthood? Evidence from Rural China | Jul 12, 2020 | Decision Making | —Unverified | 0 |
| Exploiting Uncertainties from Ensemble Learners to Improve Decision-Making in Healthcare AI | Jul 12, 2020 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Adversarial jamming attacks and defense strategies via adaptive deep reinforcement learning | Jul 12, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Relational-Grid-World: A Novel Relational Reasoning Environment and An Agent Model for Relational Information Extraction | Jul 12, 2020 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Evolving Graphical Planner: Contextual Global Planning for Vision-and-Language Navigation | Jul 11, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
| Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages | Jul 11, 2020 | Decision Making | —Unverified | 0 |
| Decoupling Inherent Risk and Early Cancer Signs in Image-based Breast Cancer Risk Models | Jul 11, 2020 | Decision Making | CodeCode Available | 0 |
| Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation | Jul 11, 2020 | Content-Based Image RetrievalDecision Making | —Unverified | 0 |
| Attention-guided Quality Assessment for Automated Cryo-EM Grid Screening | Jul 10, 2020 | Cryogenic Electron Microscopy (cryo-EM)Decision Making | —Unverified | 0 |
| Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning | Jul 10, 2020 | Decision MakingObject | —Unverified | 0 |
| Bayesian Optimization of Risk Measures | Jul 10, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Current Advancements on Autonomous Mission Planning and Management Systems: an AUV and UAV perspective | Jul 10, 2020 | Decision MakingManagement | —Unverified | 0 |
| Impact of Legal Requirements on Explainability in Machine Learning | Jul 10, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Fast reinforcement learning with generalized policy updates | Jul 9, 2020 | Decision MakingProblem Decomposition | —Unverified | 0 |
| Predicting Court Decisions for Alimony: Avoiding Extra-legal Factors in Decision made by Judges and Not Understandable AI Models | Jul 9, 2020 | Decision Making | —Unverified | 0 |
| Open Data Quality Evaluation: A Comparative Analysis of Open Data in Latvia | Jul 9, 2020 | Decision MakingManagement | —Unverified | 0 |
| Monocular Vision based Crowdsourced 3D Traffic Sign Positioning with Unknown Camera Intrinsics and Distortion Coefficients | Jul 9, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| A Bandit Model for Human-Machine Decision Making with Private Information and Opacity | Jul 9, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Teaching the Foundations of Machine Learning with Candy | Jul 8, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Strategic Evaluation in Optimizing the Internal Supply Chain Using TOPSIS: Evidence In A Coil Winding Machine Manufacturer | Jul 8, 2020 | Decision Making | CodeCode Available | 0 |
| NERD: Neural Network for Edict of Risky Data Streams | Jul 8, 2020 | Decision MakingIntrusion Detection | —Unverified | 0 |
| Real-time Sampling and Estimation on Random Access Channels: Age of Information and Beyond | Jul 7, 2020 | Decision MakingScheduling | —Unverified | 0 |
| Deep Reinforcement Learning and its Neuroscientific Implications | Jul 7, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| GraphOpt: Learning Optimization Models of Graph Formation | Jul 7, 2020 | Decision MakingLink Prediction | —Unverified | 0 |
| Big Data links from Climate to Commodity Production Forecasts and Risk Management | Jul 6, 2020 | Decision MakingManagement | —Unverified | 0 |
| Fuzzy Integral = Contextual Linear Order Statistic | Jul 6, 2020 | ClusteringDecision Making | —Unverified | 0 |
| Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning | Jul 6, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism | Jul 6, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Explaining Fast Improvement in Online Imitation Learning | Jul 6, 2020 | Decision MakingImitation Learning | —Unverified | 0 |
| Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions | Jul 5, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review | Jul 3, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds | Jul 3, 2020 | 3D Semantic SegmentationDecision Making | —Unverified | 0 |
| Optimal evolutionary decision-making to store immune memory | Jul 2, 2020 | Decision MakingSpecificity | —Unverified | 0 |
| Learning "What-if" Explanations for Sequential Decision-Making | Jul 2, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment | Jul 2, 2020 | Adversarial AttackAutonomous Driving | —Unverified | 0 |
| Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction | Jul 2, 2020 | Decision MakingTrajectory Prediction | —Unverified | 0 |
| Human-centered collaborative robots with deep reinforcement learning | Jul 2, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| What are the critical barriers to the development of hydrogen refueling stations in China? A modified fuzzy DEMATEL approach | Jul 1, 2020 | Decision Making | —Unverified | 0 |
| Similarity Scoring for Dialogue Behaviour Comparison | Jul 1, 2020 | Decision Making | —Unverified | 0 |
| Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset | Jul 1, 2020 | Decision Making | —Unverified | 0 |
| Falsification-Based Robust Adversarial Reinforcement Learning | Jul 1, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Parkinson's Disease Detection Using Ensemble Architecture from MR Images | Jul 1, 2020 | Decision MakingObject Recognition | —Unverified | 0 |
| An ensemble learning framework based on group decision making | Jul 1, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Using Affective Features from Media Content Metadata for Better Movie Recommendations | Jul 1, 2020 | Decision Making | —Unverified | 0 |
| Convex Regularization in Monte-Carlo Tree Search | Jul 1, 2020 | Atari GamesDecision Making | —Unverified | 0 |
| Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes | Jul 1, 2020 | Decision Making | —Unverified | 0 |
| Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | Jul 1, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 |
| Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency | Jun 30, 2020 | Decision MakingObject Recognition | CodeCode Available | 0 |