US 11,748,479 B2
Centralized platform for validation of machine learning models for robotic process automation before deployment
Mohit Seth, Delhi (IN)
Assigned to UiPath, Inc., New York, NY (US)
Filed by UiPath, Inc., New York, NY (US)
Filed on Dec. 11, 2019, as Appl. No. 16/710,049.
Claims priority of application No. 201911041727 (IN), filed on Oct. 15, 2019.
Prior Publication US 2021/0110035 A1, Apr. 15, 2021
Int. Cl. G06F 21/56 (2013.01); G06N 20/00 (2019.01); G06F 8/60 (2018.01); G06N 5/04 (2023.01)
CPC G06F 21/565 (2013.01) [G06F 8/60 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01)] 23 Claims
OG exemplary drawing
 
1. A non-transitory computer-readable medium storing a computer program, the computer program configured to cause at least one processor to:
receive a machine learning (ML) package to be deployed in a robotic process automation (RPA) system, the ML package comprising an ML model; and
perform primary validations on the ML package to determine whether contents of the ML package comply with requirements for an ML model in the ML package to be deployed in the RPA system.