Intellectual Property India Publishes Patent Application for Graph Neural-Network Mean-Field Reinforcement Learning System For Self-Healing Reconfigurable Intelligent Surface Control In 6g Networks

MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202621075916 A) filed by Symbiosis International Deemed University on June 18, 2026, for Graph Neural-Network Mean-Field Reinforcement Learning System For Self-Healing Reconfigurable Intelligent Surface Control In 6g Networks.

Inventors include Dr. Akhil Gupta; Dhanish Ladwani; Salim Ansari; and Rohan Laharwani.

The application for the patent was published on August 07, 2026, under issue no. 32/2026.

Abstract: ABSTRACT GRAPH NEURAL-NETWORK MEAN-FIELD REINFORCEMENT LEARNING SYSTEM FOR SELF-HEALING RECONFIGURABLE INTELLIGENT SURFACE CONTROL IN 6G NETWORKS The present invention provides a system (100) and method for intelligent distributed control of R...