| Certified Robust Control under Adversarial Perturbations | Feb 4, 2023 | Decision Making | —Unverified | 0 |
| NeuRI: Diversifying DNN Generation via Inductive Rule Inference | Feb 4, 2023 | Decision MakingProgram Synthesis | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| Less, but Stronger: On the Value of Strong Heuristics in Semi-supervised Learning for Software Analytics | Feb 3, 2023 | Decision Making | CodeCode Available | 0 |
| Lateralization in Agents' Decision Making: Evidence of Benefits/Costs from Artificial Intelligence | Feb 3, 2023 | Decision Making | —Unverified | 0 |
| Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach | Feb 3, 2023 | ArticlesDecision Making | —Unverified | 0 |
| A Reduction-based Framework for Sequential Decision Making with Delayed Feedback | Feb 3, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| The Contextual Lasso: Sparse Linear Models via Deep Neural Networks | Feb 2, 2023 | Decision MakingInterpretable Machine Learning | —Unverified | 0 |
| A Semi-Parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks | Feb 2, 2023 | Active LearningDecision Making | —Unverified | 0 |
| Practical Bandits: An Industry Perspective | Feb 2, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Stochastic Contextual Bandits with Long Horizon Rewards | Feb 2, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Toward Efficient Transportation Electrification of Heavy-Duty Trucks: Joint Scheduling of Truck Routing and Charging | Feb 1, 2023 | Decision MakingScheduling | —Unverified | 0 |
| TwinExplainer: Explaining Predictions of an Automotive Digital Twin | Feb 1, 2023 | Decision Making | —Unverified | 0 |
| ADAPT: Action-aware Driving Caption Transformer | Feb 1, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Digital Twin Applications in Urban Logistics: An Overview | Feb 1, 2023 | Decision Making | —Unverified | 0 |
| A Deep Behavior Path Matching Network for Click-Through Rate Prediction | Feb 1, 2023 | Click-Through Rate PredictionContrastive Learning | —Unverified | 0 |
| Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance | Feb 1, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Learning Universal Policies via Text-Guided Video Generation | Jan 31, 2023 | Decision MakingImage Generation | —Unverified | 0 |
| DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models | Jan 31, 2023 | Decision MakingDenoising | CodeCode Available | 1 |
| Redesigning Electronic Health Record Systems to Support Developing Countries | Jan 31, 2023 | Decision Making | —Unverified | 0 |
| Towards interpretable quantum machine learning via single-photon quantum walks | Jan 31, 2023 | Decision MakingQuantum Machine Learning | —Unverified | 0 |
| Learning in POMDPs is Sample-Efficient with Hindsight Observability | Jan 31, 2023 | Decision MakingScheduling | —Unverified | 0 |
| Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees | Jan 31, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Structure Learning and Parameter Estimation for Graphical Models via Penalized Maximum Likelihood Methods | Jan 30, 2023 | Decision Makingparameter estimation | —Unverified | 0 |
| Future of Supply Chain: Challenges, Trends, and Prospects | Jan 30, 2023 | Decision Making | —Unverified | 0 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 |
| Hierarchical Imitation Learning with Vector Quantized Models | Jan 30, 2023 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads | Jan 30, 2023 | Decision Making | CodeCode Available | 1 |
| Decision-Making Context Interaction Network for Click-Through Rate Prediction | Jan 29, 2023 | Click-Through Rate PredictionDecision Making | —Unverified | 0 |
| Stochastic Wasserstein Gradient Flows using Streaming Data with an Application in Predictive Maintenance | Jan 29, 2023 | Decision Making | —Unverified | 0 |
| Smooth Non-Stationary Bandits | Jan 29, 2023 | Decision Making | —Unverified | 0 |
| A Mental Model Based Theory of Trust | Jan 29, 2023 | AI AgentDecision Making | —Unverified | 0 |
| Fair Decision-making Under Uncertainty | Jan 29, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling | Jan 28, 2023 | Decision MakingMinecraft | CodeCode Available | 1 |
| Quality Indicators for Preference-based Evolutionary Multi-objective Optimization Using a Reference Point: A Review and Analysis | Jan 28, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| The impact of surplus sharing on the outcomes of specific investments under negotiated transfer pricing: An agent-based simulation with fuzzy Q-learning agents | Jan 28, 2023 | Decision MakingQ-Learning | —Unverified | 0 |
| Single-Trajectory Distributionally Robust Reinforcement Learning | Jan 27, 2023 | Decision MakingQ-Learning | —Unverified | 0 |
| Safe Posterior Sampling for Constrained MDPs with Bounded Constraint Violation | Jan 27, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Deep Learning Method for Comparing Bayesian Hierarchical Models | Jan 27, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Matching of Everyday Power Supply and Demand with Dynamic Pricing: Problem Formalisation and Conceptual Analysis | Jan 27, 2023 | Decision Making | —Unverified | 0 |
| On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures | Jan 26, 2023 | Decision MakingPolicy Gradient Methods | —Unverified | 0 |
| Time-sensitive Learning for Heterogeneous Federated Edge Intelligence | Jan 26, 2023 | Decision MakingEdge-computing | —Unverified | 0 |
| Privacy-Preserving Joint Edge Association and Power Optimization for the Internet of Vehicles via Federated Multi-Agent Reinforcement Learning | Jan 26, 2023 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Planning Automated Driving with Accident Experience Referencing and Common-sense Inferencing | Jan 26, 2023 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| BRAIN L: A book recommender system | Jan 25, 2023 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems | Jan 25, 2023 | Decision Making | CodeCode Available | 0 |
| Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks | Jan 25, 2023 | Decision Making | —Unverified | 0 |
| Educational Game on Cryptocurrency Investment: Using Microeconomic Decision Making to Understand Macroeconomics Principles | Jan 25, 2023 | Decision MakingManagement | —Unverified | 0 |
| Optimal decision making in robotic assembly and other trial-and-error tasks | Jan 25, 2023 | Decision Making | CodeCode Available | 0 |
| Cross-lingual Argument Mining in the Medical Domain | Jan 25, 2023 | Argument MiningData Augmentation | CodeCode Available | 0 |