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Neetha Papanna Umalakshmi

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Open access Aug 2026

Proximal policy optimization with self adaptive penalty function for vehicular resource allocation

The results demonstrate that the proposed PP-SAPF is suitable for real-time deployment in intelligent transportation systems (ITS) and autonomous vehicles where low latency, reliable connectivity, and adaptive resource management is significant.

Irshad Khan, Neetha Papanna Umalakshmi, Somshekhar Durgaiah et al. · 0 citations