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Decision Making Under Uncertainty

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Showing 226–250 of 263 papers

TitleStatusHype
Semantic Parsing with Combinatory Categorial Grammars—0
Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems—0
Sequential sampling without comparison to boundary through model-free reinforcement learning—0
Sequential Stochastic Optimization in Separable Learning Environments—0
Set risk measures—0
Simplification of Risk Averse POMDPs with Performance Guarantees—0
Dynamic Real-time Multimodal Routing with Hierarchical Hybrid PlanningCode0
Equal Opportunity in Online Classification with Partial FeedbackCode0
Decision Making in Non-Stationary Environments with Policy-Augmented SearchCode0
Sequential Bayesian Experimental Design for Implicit Models via Mutual InformationCode0
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized ProteinsCode0
Natural-Parameter Networks: A Class of Probabilistic Neural NetworksCode0
Conditional Bayesian QuadratureCode0
NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis PredictionCode0
Optimal Learning for Structured BanditsCode0
Differentiable Distributionally Robust Optimization LayersCode0
Solving Long-run Average Reward Robust MDPs via Stochastic GamesCode0
Factorized Machine Self-Confidence for Decision-Making AgentsCode0
Non-monotonic Resource Utilization in the Bandits with Knapsacks ProblemCode0
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costsCode0
Probabilistic Logic Programming with Beta-Distributed Random VariablesCode0
Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation BenchmarksCode0
Decision-Focused Forecasting: A Differentiable Multistage Optimisation ArchitectureCode0
Calibration tests beyond classificationCode0
Safe and Adaptive Decision-Making for Optimization of Safety-Critical Systems: The ARTEO AlgorithmCode0
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