MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202641095080 A) filed by Cmr Institute Of Technology; Cmr Technical Campus; and Cmr College Of Engineering & Technology on August 06, 2026, for A System And Method For Self-Supervised Multi-Agent Collaboration In Edge Environments.
Inventors include Mrs K Mouneshwari; Dr. Sampath; S. Kiran; E Sushma; Ms. K. Navaneetha; and Mrs. S. Saana Freen.
The application for the patent was published on August 14, 2026, under issue no. 33/2026.
Abstract: A system and method for self-supervised multi-agent collaboration in edge environments for distributed problem solving are disclosed. The system comprises a plurality of computational agents deployed across edge nodes, each configured to learn from locally available unlabeled data using self-supervised techniques. An agent interaction module enables decentralized communication among agents, while a collaboration orchestration engine dynamically assigns tasks and facilitates knowledge sharing through exchange of model parameters or intermediate representations. A consensus and aggregation module combines local model updates to generate a global or semi-global model, ensuring consistency and robustness. A context-awareness module adapts agent participation based on network and resource conditions, and a memory and policy update module refines collaboration strategies using performance feedback. The disclosed framework enables scalable, adaptive, and data-efficient distributed intelligence with reduced reliance on labeled data and centralized control.
Disclaimer: Curated by HT Syndication.
