Patent ID: 11893371
Assignee: UIPATH, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A computer-implemented method for using artificial intelligence (AI) to select and/or chain machine learning (ML) models for robotic process automation (RPA), comprising:
executing, by a computing system, a model of models that analyzes performance of individual ML models and chains of ML models in an ML model pool to be called in a workflow of an RPA robot; and
responsive to a superior performance outcome to an existing ML model or an existing chain of ML models being discovered by the model of models:
deploying the discovered ML model or the discovered chain of ML models, by the computing system, and replacing the existing ML model or the existing chain of ML models, wherein

the model of models is an ML model or an RPA robot, and
the analysis of the performance of the individual ML models and the chains of ML models comprises performing AI-based experimentation on permutations of chained ML models in series, in parallel, or a combination thereof, and analyzing results output by the individual ML models and the chains of ML models.