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Decision Making Under Uncertainty

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TitleStatusHype
Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards—0
Novel Exploration Techniques (NETs) for Malaria Policy Interventions—0
Observation-Augmented Contextual Multi-Armed Bandits for Robotic Search and Exploration—0
On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities—0
On a notion of independence proposed by Teddy Seidenfeld—0
On Hashing-Based Approaches to Approximate DNF-Counting—0
Online Clustering of Dueling Bandits—0
Online MDP with Transition Prototypes: A Robust Adaptive Approach—0
Online Planning Algorithms for POMDPs—0
Online POMDP Planning with Anytime Deterministic Optimality Guarantees—0
On the Expressivity of Multidimensional Markov Reward—0
Optimal Immunization Policy Using Dynamic Programming—0
Optimal Sensing via Multi-armed Bandit Relaxations in Mixed Observability Domains—0
Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming—0
Parallelizing Contextual Bandits—0
Partial Law Invariance and Risk Measures—0
Partially Observable Stochastic Games with Neural Perception Mechanisms—0
Playing against Nature: causal discovery for decision making under uncertainty—0
Point-Based Value Iteration for POMDPs with Neural Perception Mechanisms—0
Mean-Variance Efficient Reinforcement Learning with Applications to Dynamic Financial Investment—0
A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests—0
Practical Bandits: An Industry Perspective—0
Learning-to-defer for sequential medical decision-making under uncertainty—0
Reference Points, Risk-Taking Behavior, and Competitive Outcomes in Sequential Settings—0
Primal-dual algorithm for contextual stochastic combinatorial optimization—0
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