| Counterfactual Prediction Under Outcome Measurement Error | Feb 22, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Neural-based classification rule learning for sequential data | Feb 22, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Self-supervised network distillation: an effective approach to exploration in sparse reward environments | Feb 22, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| A Reinforcement Learning Framework for Online Speaker Diarization | Feb 21, 2023 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Learning signatures of decision making from many individuals playing the same game | Feb 21, 2023 | Decision Making | —Unverified | 0 |
| Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: Application to surgical imaging | Feb 21, 2023 | Decision MakingDemosaicking | —Unverified | 0 |
| Variational Boosted Soft Trees | Feb 21, 2023 | Decision MakingOut-of-Distribution Detection | —Unverified | 0 |
| Towards a Sustainable Internet-of-Underwater-Things based on AUVs, SWIPT, and Reinforcement Learning | Feb 21, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement Learning: Adaptivity and Computational Efficiency | Feb 21, 2023 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations | Feb 21, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning | Feb 21, 2023 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Minimax-Bayes Reinforcement Learning | Feb 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Causal Explanations for Sequential Decision-Making in Multi-Agent Systems | Feb 21, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization | Feb 21, 2023 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Forecasting and stabilizing chaotic regimes in two macroeconomic models via artificial intelligence technologies and control methods | Feb 20, 2023 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| Quantifying uncertainty for deep learning based forecasting and flow-reconstruction using neural architecture search ensembles | Feb 20, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Learning Goal-based Movement via Motivational-based Models in Cognitive Mobile Robots | Feb 20, 2023 | Decision Making | —Unverified | 0 |
| Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions | Feb 20, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems | Feb 20, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Selectively Providing Reliance Calibration Cues With Reliance Prediction | Feb 20, 2023 | Decision MakingOpen-Ended Question Answering | —Unverified | 0 |
| Uncertainty-Aware Reward-based Deep Reinforcement Learning for Intent Analysis of Social Media Information | Feb 19, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning | Feb 19, 2023 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Estimating Treatment Effects in Continuous Time with Hidden Confounders | Feb 19, 2023 | Causal InferenceDecision Making | —Unverified | 0 |
| The Emerging Artificial Intelligence Protocol for Hierarchical Information Network | Feb 19, 2023 | Decision Making | —Unverified | 0 |
| Optimal Mix Among PAYGO, EET and Individual Savings | Feb 18, 2023 | Decision Making | —Unverified | 0 |
| Cognitive Architecture for Decision-Making Based on Brain Principles Programming (in Russian) | Feb 18, 2023 | Decision Making | —Unverified | 0 |
| Calibrating the Rigged Lottery: Making All Tickets Reliable | Feb 18, 2023 | AllDecision Making | CodeCode Available | 0 |
| Designing Equitable Algorithms | Feb 17, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making | Feb 17, 2023 | Decision Making | —Unverified | 0 |
| Utilization of domain knowledge to improve POMDP belief estimation | Feb 17, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow | Feb 16, 2023 | Active LearningBayesian Optimization | CodeCode Available | 2 |
| From Contextual Data to Newsvendor Decisions: On the Actual Performance of Data-Driven Algorithms | Feb 16, 2023 | Decision Making | —Unverified | 0 |
| Linear Bandits with Memory: from Rotting to Rising | Feb 16, 2023 | Decision MakingModel Selection | —Unverified | 0 |
| Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting | Feb 16, 2023 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Preventing Discriminatory Decision-making in Evolving Data Streams | Feb 16, 2023 | Decision MakingFairness | —Unverified | 0 |
| Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography | Feb 15, 2023 | Decision MakingSpecificity | —Unverified | 0 |
| On time-consistent equilibrium stopping under aggregation of diverse discount rates | Feb 15, 2023 | Decision MakingDiversity | —Unverified | 0 |
| A Pilot Evaluation of ChatGPT and DALL-E 2 on Decision Making and Spatial Reasoning | Feb 15, 2023 | Decision MakingSpatial Reasoning | —Unverified | 0 |
| A Case Study on Designing Evaluations of ML Explanations with Simulated User Studies | Feb 15, 2023 | Decision MakingFraud Detection | —Unverified | 0 |
| Deep Offline Reinforcement Learning for Real-world Treatment Optimization Applications | Feb 15, 2023 | Decision MakingManagement | —Unverified | 0 |
| Efficiency in European Air Traffic Management -- A Fundamental Analysis of Data, Models, and Methods | Feb 15, 2023 | BenchmarkingDecision Making | —Unverified | 0 |
| Best Arm Identification for Stochastic Rising Bandits | Feb 15, 2023 | Decision MakingModel Selection | CodeCode Available | 0 |
| When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning | Feb 15, 2023 | Autonomous Drivingcontinuous-control | CodeCode Available | 1 |
| To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs | Feb 14, 2023 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 |
| Effective Dimension in Bandit Problems under Censorship | Feb 14, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility | Feb 14, 2023 | Decision MakingDecoder | —Unverified | 0 |
| Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks | Feb 14, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment | Feb 13, 2023 | Decision MakingFairness | CodeCode Available | 1 |
| Self-mediated exploration in artificial intelligence inspired by cognitive psychology | Feb 13, 2023 | Decision Making | —Unverified | 0 |