Cryptocurrency Trading Using Machine Learning

We present a model for active trading based on reinforcement machine learning and apply this to five major cryptocurrencies in circulation. In relation to a buy-and-hold approach, we demonstrate how this model yields enhanced risk-adjusted returns and serves to reduce downside risk. These findings h...

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Bibliographic Details
Main Authors: Thomas E. Koker, Dimitrios Koutmos
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Journal of Risk and Financial Management
Subjects:
Online Access:https://www.mdpi.com/1911-8074/13/8/178