The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 09, 2024
Filed:
Jul. 19, 2019
Toyota Research Institute, Inc., Los Altos, CA (US);
Calder Phillips-Grafflin, Jamaica Plains, MA (US);
Toyota Research Institute, Inc., Los Altos, CA (US);
Abstract
An embodiment takes the form of a method carried out by a task-execution device. The task-execution device applies a first local-model update to a local model of the task-execution device. The first local-model update is applied based on a first global-model update to a global model of a global-model repository. The task-execution device generates an execution policy based on (i) a received task request identifying a requested task and (ii) the local model including the first local-model update. The task-execution device executes a performance of the requested task based on the generated execution policy, and obtains an observation of the performance of the requested task. Additionally, the task-execution device applies a second local-model update to the local model based on the obtained observation of the performance of the requested task, and provides the global-model repository with an indication of the second local-model update.