| Non-Stationary Representation Learning in Sequential Linear Bandits | Jan 13, 2022 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Constraint Learning to Define Trust Regions in Predictive-Model Embedded Optimization | Jan 12, 2022 | Decision Making | —Unverified | 0 |
| Multi-echelon Supply Chains with Uncertain Seasonal Demands and Lead Times Using Deep Reinforcement Learning | Jan 12, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making | Jan 11, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Explaining Predictive Uncertainty by Looking Back at Model Explanations | Jan 11, 2022 | Decision MakingNatural Language Inference | —Unverified | 0 |
| STIR^2: Reward Relabelling for combined Reinforcement and Imitation Learning on sparse-reward tasks | Jan 11, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Subgoal-Based Explanations for Unreliable Intelligent Decision Support Systems | Jan 11, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| The Dataset Nutrition Label (2nd Gen): Leveraging Context to Mitigate Harms in Artificial Intelligence | Jan 10, 2022 | Decision MakingNutrition | —Unverified | 0 |
| State of the Art of User Simulation approaches for conversational information retrieval | Jan 10, 2022 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Evaluating Bayesian Model Visualisations | Jan 10, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Loss-calibrated expectation propagation for approximate Bayesian decision-making | Jan 10, 2022 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems | Jan 10, 2022 | Decision MakingFairness | —Unverified | 0 |
| Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control | Jan 10, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| RecoMed: A Knowledge-Aware Recommender System for Hypertension Medications | Jan 9, 2022 | Decision MakingGraph Mining | —Unverified | 0 |
| Modeling Human-AI Team Decision Making | Jan 8, 2022 | Decision Making | CodeCode Available | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| AI and the Sense of Self | Jan 7, 2022 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| On robust risk-based active-learning algorithms for enhanced decision support | Jan 7, 2022 | Active LearningAsset Management | —Unverified | 0 |
| Visual Attention Prediction Improves Performance of Autonomous Drone Racing Agents | Jan 7, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| Sales Time Series Analytics Using Deep Q-Learning | Jan 6, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Predicting radiotherapy patient outcomes with real-time clinical data using mathematical modelling | Jan 6, 2022 | Decision Making | CodeCode Available | 0 |
| CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning | Jan 6, 2022 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics | Jan 6, 2022 | Decision Makingregression | —Unverified | 0 |
| Forming Predictive Features of Tweets for Decision-Making Support | Jan 6, 2022 | Decision Makingregression | —Unverified | 0 |
| Decision Making for Connected Automated Vehicles at Urban Intersections Considering Social and Individual Benefits | Jan 5, 2022 | Decision Making | —Unverified | 0 |