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Decision Making Under Uncertainty

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Showing 101–150 of 263 papers

TitleStatusHype
Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind ApproachCode1
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models—0
Don't Treat the Symptom, Find the Cause! Efficient Artificial-Intelligence Methods for (Interactive) Debugging—0
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty—0
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models—0
Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize—0
Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep ClassifiersCode0
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costsCode0
Decision-Making Under Uncertainty: Beyond Probabilities—0
Minimax-Bayes Reinforcement LearningCode0
Utilization of domain knowledge to improve POMDP belief estimation—0
Simplified Continuous High Dimensional Belief Space Planning with Adaptive Probabilistic Belief-dependent Constraints—0
Quantum Circuit Components for Cognitive Decision-Making—0
Practical Bandits: An Industry Perspective—0
Fair Decision-making Under Uncertainty—0
A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty—0
Safe and Adaptive Decision-Making for Optimization of Safety-Critical Systems: The ARTEO AlgorithmCode0
Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions—0
Bayesian Optimization with Conformal Prediction SetsCode1
Calibration tests beyond classificationCode0
Non-monotonic Resource Utilization in the Bandits with Knapsacks ProblemCode0
jsdp: a Java Stochastic DP LibraryCode1
Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability—0
Multi-armed Bandit Learning on a GraphCode0
Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits—0
Risk-aware Meta-level Decision Making for Exploration Under Uncertainty—0
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning—0
Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits—0
Hindsight Learning for MDPs with Exogenous InputsCode0
Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes—0
Thompson Sampling Achieves O(T) Regret in Linear Quadratic Control—0
xView3-SAR: Detecting Dark Fishing Activity Using Synthetic Aperture Radar ImageryCode1
Causal Explanations for Sequential Decision Making Under Uncertainty—0
Neur2SP: Neural Two-Stage Stochastic ProgrammingCode1
Deep Reinforcement Learning for Time Allocation and Directional Transmission in Joint Radar-CommunicationCode1
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations—0
Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes—0
Stochastic Conservative Contextual Linear Bandits—0
A Factor-Based Framework for Decision-Making Competency Self-Assessment—0
Linear Stochastic Bandits over a Bit-Constrained Channel—0
Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search—0
Evaluating Bayesian Model Visualisations—0
Efficient Belief Space Planning in High-Dimensional State Spaces using PIVOT: Predictive Incremental Variable Ordering Tactic—0
Regular Decision Processes for Grid Worlds—0
Emulation of physical processes with EmukitCode1
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty—0
Deceptive Decision-Making Under Uncertainty—0
Learning-to-defer for sequential medical decision-making under uncertainty—0
Risk-Averse Decision Making Under Uncertainty—0
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