Directional Optimism for Safe Linear Bandits

The safe linear bandit problem is a version of the classical stochastic linear bandit problem where the learner's actions must satisfy an uncertain constraint at all rounds. Due its applicability to many real-world settings, this problem has received considerable attention in recent years. By l...

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Hauptverfasser:	Hutchinson, Spencer, Turan, Berkay, Alizadeh, Mahnoosh
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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