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Uncertainty in Artificial Intelligence (UAI)
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Overview
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A Practical Method for Solving Contextual Bandit Problems Using Decision Trees
2017
Value Directed Exploration in Multi-Armed Bandits with Structured Priors
2017
Interpretable Policies for Dynamic Product Recommendations
2016
Optimal Threshold Control for Energy Arbitrage with Degradable Battery Storage
2015
Solution methods for constrained Markov decision process with continuous probability modulation
2013
An approximate solution method for large risk-averse Markov decision processes
2012