Adaptive pid controller tuning via deep reinforcement learning

TA Badgwell, KH Liu, NA Subrahmanya… - US Patent …, 2021 - Google Patents
(51) Systems and methods are provided for using a Deep Rein forcement Learning (DRL)
agent to provide adaptive tuning of process controllers, such as Proportional-Integral-Deriva …

Apparatus and methods for object manipulation via action sequence optimization

JF Leon, DIG Aguirre, JS Turek, IJ Alvarez… - US Patent …, 2022 - Google Patents
Methods, apparatus, systems and articles of manufacture are disclosed for object
manipulation via action sequence opti mization. An example method disclosed herein …

Multi-task deep learning of health care outcomes

R Cole, K Newman - US Patent 11,403,578, 2022 - Google Patents
A method for generating a communicable disease policy plan by using machine learning.
The process identifies a number of workplace policies for a number of business entities. The …