Optimize equipment performance with historical data, Ray, and Amazon SageMaker
AWS Machine Learning
SEPTEMBER 7, 2023
Finding optimal control policies is a complex task because physical systems, such as chemical reactors and wind turbines, are often hard to model and because drift in process dynamics can cause performance to deteriorate over time. The algorithm trained in this blog post is called “ Conservative Q Learning ” (CQL).
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