MUMBAI, India, Aug. 24 -- Intellectual Property India has published a patent application (202514086121 A) filed by Autobrains Technologies Ltd on September 10, 2025, for End To End Learning Of Components Within A System For Driving.
Inventor includes Igal Raichelgauz.
The application for the patent was published on August 21, 2026, under issue no. 34/2026.
Abstract: The present disclosure provides a method of training of components within a system for driving, the method includes identifying, by a computerized system, a module in a stack of modules, wherein the identified module is distilled in accordance with a specified driving scenario; freezing at least part of the other modules of the stack; and autonomously training, by the computerized system, the module in an end-to-end training, to contribute to a provision of a driving related decision by the stack of modules, by using a loss function determined based on an output coming out of the stack of modules. The autonomously training of the module, within the stack, occurs while at the least part of the other modules of the stack are in a frozen state. The present disclosure also provides a non-transitory computer readable medium of training of components within a system for driving. Fig. 9.
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