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:
Oct. 14, 2025
Filed:
May. 20, 2024
Adobe Inc.;
Vibhor Porwal, Bidhuna, IN;
Subrata Mitra, Bangalore, IN;
Shubham Agarwal, West Bengal, IN;
Ryan A Rossi, Santa Clara, CA (US);
Ghazi Shazan Ahmad, West Bengal, IN;
Manav Ketan Doshi, Maharashtra, IN;
Syam Manoj Kumar Paila, Andhra Pradesh, IN;
ADOBE INC., San Jose, CA (US);
Abstract
Methods and systems are provided for using reinforcement learning to recommend data visualizations. In embodiments described herein, statistical features for each sample of corresponding samples of a dataset are determined by applying each sample of the dataset to a data visualization recommendation model. The computational cost of each of the statistical features for each of the samples is determined based via a regression model. Recommended statistical features are determined by sequentially applying each sample to a reinforcement learning model with a computational budget and with the corresponding computational costs of the statistical features of each sample. A data visualization is then displayed that is generated by applying the dataset and the recommended statistical features to the data visualization recommendation model.