Patent ID: 11889819
Assignee: SUBSTRATE AI SA
Field: Computer technology (Electrical engineering)
Classification: CPC A  G | IPC A  G

Claim 14:
15. A non-transitory processor-readable medium storing code representing instructions to be executed by a processor, the instructions comprising code to cause the processor to: receive at least one of a target value of a health status of a managed livestock or a target value of a bioproduct quality of the managed livestock; receive an indication of the health status of the managed livestock; receive an indication of the bio product quality of the managed livestock; generate a set of input vectors based on the at least one of the target value of the health status or the target value of the bioproduct quality, the indication of the bioproduct quality, and the indication of health status; and provide the set of input vectors to a machine learning model trained to generate, based on a set of hyperparameters of the machine learning model, an output indicating a feed selection to be used to feed the managed livestock, the feed selection configured to, upon consumption, increase a likelihood of collectively improving the health status of the managed livestock and the bioproduct quality of the managed livestock, the feed selection configured to be included in a feed blend to be administered to the managed livestock, the set of hyperparameters including at least one of a discount factor associated with a weight of future rewards in the machine learning model, or a threshold value to balance between exploration and exploitation within the machine learning model.