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08/10/2021
Bandit Algorithms for Precision Medicine
The Oxford English Dictionary defines precision medicine as "medical car...
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06/05/2021
Causal Bandits with Unknown Graph Structure
In causal bandit problems, the action set consists of interventions on v...
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02/15/2021
Causal Markov Decision Processes: Learning Good Interventions Efficiently
We introduce causal Markov Decision Processes (C-MDPs), a new formalism ...
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06/04/2020
Low-Rank Generalized Linear Bandit Problems
In a low-rank linear bandit problem, the reward of an action (represente...
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10/11/2019