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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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S. Malathi

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Open access Aug 2026

Hybrid Deep Reinforcement Learning with Kookaburra Optimization for QOS-Aware Bandwidth Allocation in GMPLS Optical Networks

The simulation results show that the suggested Hyb-DRL-KkOA algorithm performs better than the conventional bandwidth allocation algorithms, and reduces the blocking probability, makespan, cost, and energy utilization while improving the throughput; therefore, providing enhanced quality of service (QoS).

M. Rajagopal, S. Malathi · 0 citations

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