| 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 |