Amazon Technologies, Inc.

Rajesh Bangaru Ravindranath

William Evan Welbourne

Paul Aksenti Savastinuk

Charles Edwin Ashton Brett

Sara Parker Hillenmeyer

George Strajan

Hongyang Wang

Sunny Singh

Amir Salimi

Marc Wetter

Chandra Prakash Konkimalla

Yishuai Li

Meet Prakash Vadera

Siyuan Liu

Arpit Jain

Systems and methods for device control using near real time learning are disclosed. For example, an automatic action is performed by a target device in response to a predefined condition being met. Thereafter, context data is gathered and utilized to determine whether a negative user reaction has been provided in response to performance of the automatic action. When a negative user reaction is determined, mitigating actions may be taken close in time to when the context data is received to prevent further negative user reactions.

Device control using near real time modeling

Growing community of inventors

Bothell, WA, United States of America

Rajesh Bangaru Ravindranath