| Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving | Aug 24, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Entropy Regularization for Population Estimation | Aug 24, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Lane Change Classification and Prediction with Action Recognition Networks | Aug 24, 2022 | Action RecognitionAutonomous Driving | CodeCode Available | 1 |
| Multi-AI Complex Systems in Humanitarian Response | Aug 24, 2022 | Decision MakingHumanitarian | —Unverified | 0 |
| Augmented cross-selling through explainable AI -- a case from energy retailing | Aug 24, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Radial Basis Function Networks for Convolutional Neural Networks to Learn Similarity Distance Metric and Improve Interpretability | Aug 24, 2022 | Decision Makingimage-classification | CodeCode Available | 0 |
| Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork | Aug 24, 2022 | Decision MakingIncremental Learning | —Unverified | 0 |
| What deep reinforcement learning tells us about human motor learning and vice-versa | Aug 23, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning | Aug 23, 2022 | ClassificationDecision Making | CodeCode Available | 1 |
| Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments | Aug 23, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals | Aug 23, 2022 | Decision MakingElectrocardiography (ECG) | —Unverified | 0 |
| A simple and intuitive method to calculate R_0 in complex epidemic models | Aug 22, 2022 | Decision Making | —Unverified | 0 |
| Learning to Solve Optimization Problems with Hard Linear Constraints | Aug 22, 2022 | Decision MakingImage Registration | —Unverified | 0 |
| Effect in the spectra of eigenvalues and dynamics of RNNs trained with Excitatory-Inhibitory constraint | Aug 22, 2022 | Decision Making | —Unverified | 0 |
| Minimax AUC Fairness: Efficient Algorithm with Provable Convergence | Aug 22, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition | Aug 22, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Efficient Planning in a Compact Latent Action Space | Aug 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Robust Tests in Online Decision-Making | Aug 21, 2022 | Decision Making | —Unverified | 0 |
| Development of a CAV-based Intersection Control System and Corridor Level Impact Assessment | Aug 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey | Aug 20, 2022 | Decision Making | —Unverified | 0 |
| Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience | Aug 19, 2022 | AttributeDecision Making | —Unverified | 0 |
| Personalized Decision Making -- A Conceptual Introduction | Aug 19, 2022 | Decision Making | —Unverified | 0 |
| Approximate Dynamic Programming for Platoon Coordination under Hours-of-Service Regulations | Aug 19, 2022 | Decision Making | —Unverified | 0 |
| A Risk-Sensitive Approach to Policy Optimization | Aug 19, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Scalable Multi-Agent Lab Framework for Lab Optimization | Aug 19, 2022 | Decision MakingManagement | CodeCode Available | 0 |
| Quickest Detection for Human-Sensor Systems using Quantum Decision Theory | Aug 18, 2022 | Decision Making | —Unverified | 0 |
| Pandemic Control, Game Theory and Machine Learning | Aug 18, 2022 | Decision Making | —Unverified | 0 |
| Algorithmic Fairness and Statistical Discrimination | Aug 17, 2022 | Decision MakingFairness | —Unverified | 0 |
| Streaming Adaptive Submodular Maximization | Aug 17, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Safety Assessment for Autonomous Systems' Perception Capabilities | Aug 17, 2022 | Decision MakingScene Understanding | —Unverified | 0 |
| Sampling Through the Lens of Sequential Decision Making | Aug 17, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Learning Efficient Abstract Planning Models that Choose What to Predict | Aug 16, 2022 | Decision MakingOperator learning | CodeCode Available | 1 |
| Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making | Aug 16, 2022 | Decision Making | —Unverified | 0 |
| Algorithmic Assistance with Recommendation-Dependent Preferences | Aug 16, 2022 | Decision Making | —Unverified | 0 |
| Bias amplification in experimental social networks is reduced by resampling | Aug 15, 2022 | Decision Making | —Unverified | 0 |
| IRIS: Integrated Retinal Functionality in Image Sensors | Aug 14, 2022 | Decision Making | —Unverified | 0 |
| Modeling Network-level Traffic Flow Transitions on Sparse Data | Aug 13, 2022 | Decision MakingImputation | CodeCode Available | 0 |
| Developing moral AI to support antimicrobial decision making | Aug 12, 2022 | Decision Making | —Unverified | 0 |
| Collective Obfuscation and Crowdsourcing | Aug 12, 2022 | Decision Making | —Unverified | 0 |
| Sequential Causal Imitation Learning with Unobserved Confounders | Aug 12, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents | Aug 12, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits | Aug 11, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity | Aug 11, 2022 | Decision MakingOffline RL | —Unverified | 0 |
| Explaining Machine Learning DGA Detectors from DNS Traffic Data | Aug 10, 2022 | Decision Making | —Unverified | 0 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| E Pluribus Unum Interpretable Convolutional Neural Networks | Aug 10, 2022 | Decision Making | CodeCode Available | 0 |
| Knowledge-aided and data-driven fuzzy decision-making for sludge bulking | Aug 9, 2022 | Decision Making | CodeCode Available | 0 |
| A Model-Constrained Tangent Slope Learning Approach for Dynamical Systems | Aug 9, 2022 | Decision MakingUncertainty Quantification | —Unverified | 0 |