Intellectual Property India Publishes Patent Application for 'System For Neural Architecture Optimization Using Reinforcement Feedback' Filed by K. R. Mangalam University

MUMBAI, India, Jan. 23 -- Intellectual Property India has published a patent application (202511122311 A) filed by K. R. Mangalam University, Gurugram, Haryana, on Dec. 5, 2025, for 'system for neural architecture optimization using reinforcement feedback.'

Inventor(s) include Dr. Pankaj Agarwal; and Dr. Pawan Kumar.

The application for the patent was published on Jan. 23, under issue no. 04/2026.

According to the abstract released by the Intellectual Property India: "The present invention provides a system for neural architecture optimization using reinforcement feedback, designed to enable neural networks to autonomously evolve their structural configuration based on performance outcomes, contextual conditions, and multi-objective rewa...