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Risk-aware multi-armed bandit problem with application to portfolio selection

Sequential portfolio selection has attracted increasing interest in the machine learning and quantitative finance communities in recent years. As a mathematical framework for reinforcement learning policies, the stochastic multi-armed bandit problem addresses the primary difficulty in sequential dec...

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Hlavní autoři: Xiaoguang Huo, Feng Fu
Médium: Artigo
Jazyk:Inglês
Vydáno: The Royal Society 2017-01-01
Edice:Royal Society Open Science
Témata:
On-line přístup:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.171377
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