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Decision Making Under Uncertainty

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TitleStatusHype
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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