MUMBAI, India, Sept. 14 -- Intellectual Property India has published a patent application (202621090489 A) filed by Marwadi University on July 24, 2026, for Reverse Logistics System Using Inverse Reinforcement Learning For Supply Chain Management.

Inventors include Katam Pranathi; Mukka Praharsha; Dr. Madhu Shukla; Simrin Fathima Syed; Vipul Ladva; Akshay Ranpariya; and Neel Dholakia.

The application for the patent was published on September 11, 2026, under issue no. 37/2026.

Abstract: A reverse logistics system using inverse reinforcement learning for supply chain management, comprises a conveyor belt 101 to receive goods manually from users, an XY gantry arrangement 102 installed above the conveyor belt 101 in an inverted U-shaped frame 103 to move a pantograph arrangement 104 having a gripper 105 collection and segregation of the goods, an imaging camera 106 mounted on the frame in sync an OCR (Optical Character Recognition) module to scan printed text, QR codes, or barcodes on packaging of the goods, an inspection module mounted on an inverted U-shaped member 110 to inspect the returned goods and determine a condition thereof, a sorting conveyor 107 installed in fluid communication with the conveyor belt 101 configured to direct the goods toward an appropriate storage sections 108, a packaging unit provided within a packaging section configured to pack the goods.

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