Patent ID: 11861490
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A computer-implemented method to manage machine learning models based on independently hosted customer environments, the computer-implemented method comprising:
receiving, from a customer computing device, a request to provide a trained machine learning model that is trained in accordance with a reinforced learning model on training data obtained from an independently hosted customer environment;
obtaining the training data from the independently hosted customer environment via an interface from one or more agents associated with the independently hosted customer environment, wherein the training data is embodied as state information of the independently hosted customer environment, action information of the independently hosted customer environment, reward information of the independently hosted customer environment, and observation information of the independently hosted customer environment;
training a machine learning model on the training data in accordance with the reinforced learning model to form the trained machine learning model; and
providing, to the customer computing device, the trained machine learning model or access to the trained machine learning model in response to the request.