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AUTOMATING INTERFACES USING A COMBINATION OF REPRESENTATIONS AND GENERATIVE PRETRAINED TRANSFORMS

Publication EP4711922A1 Kind: A1 Mar 18, 2026

Applicants

UiPath, Inc.

Inventors

ADAM, Stefan, PETRE, Adrian-Valentin, MARCULET, Dan-Georgian, NGUYEN, Canh Trong, LAZA, Andrei, STANESCU, Alvin, NICOLAE, Liviu-Gabriel, FRASINEANU, Cristian, SILI, Andrei, ROMAN, Alexandru, DAMIAN, Sorin

Abstract

A method is provided. The method is executed by an automation engine implemented as a computer program within a computing environment. The method comprising includes outputting a combined screen representation to a subsequent user interface comprising demonstrations. The method comprising includes generating a step with blocks by using a large language model to match the step with action block descriptions. The method comprising includes automating the interface based on the action blocks.

IPC Classifications

G06F 9/451 20180101AFI20260119BHEP G06N 3/045 20230101ALI20260119BHEP G06Q 10/06 20230101ALI20260119BHEP G06F 8/35 20180101ALI20260119BHEP G06F 8/34 20180101ALI20260119BHEP

Designated States

AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR