International Business Machines Corporation

Harshita Pandey

Sweta Singh

Vaibhav Murlidhar Kulkarni

Missula Meghana

Devyanshi Singh

Dynamically determining timing for a machine learning model reward signal by receiving, by a first machine learning model, data associated with a first system state, and an action determined by a second machine learning model according to the first system state, determining, by the first machine learning model, a sleep time duration for the second machine learning model according to the first system state and the action, receiving, by the first machine learning model, after the sleep time duration, data associated with a second system state, determining, by the first machine learning model, a first reward signal according to the difference between the first system state and the second system state and the sleep time duration and updating the first machine learning model according to the first reward signal, the difference between the first system state and the second system state, and the sleep time duration.

Growing community of inventors

Tallital Nainital, India

Harshita Pandey