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:
Feb. 27, 2024
Filed:
Sep. 25, 2020
Google Llc, Mountain View, CA (US);
Tyler Lu, Mountain View, CA (US);
Boon Teik Ooi, Mountain View, CA (US);
Craig Boutilier, Palo Alto, CA (US);
Dale Schuurmans, Mountain View, CA (US);
DiJia Su, Sunnyvale, CA (US);
GOOGLE LLC, Mountain View, CA (US);
Abstract
Delusional bias can occur in function approximation Q-learning. Techniques for training and/or using a value network to mitigate delusional bias is disclosed herein, where the value network can be used to generate action(s) for an agent (e.g., a robot agent, a software agent, etc.). In various implementations, delusional bias can be mitigated by using a soft-consistency penalty. Additionally or alternatively, delusional bias can be mitigated by using a search framework over multiple Q-functions.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile