Portfolio optimization through multidimensional action optimization using Amazon SageMaker RL
AWS Machine Learning Blog
MARCH 8, 2023
The market price of each asset is assumed to vary across time. The prices are sampled randomly but modeled to show distinct behavior with different levels of volatility. The price ranges for the three asset classes are shown in the following figure. The agent uses the available cash balance to finance any asset purchases.
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