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Cpu-Scheduling-Deep-Reinforcement-learning outperforms Round Robin algorithm

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iAdtya/CPU-OPTIMIZATION-RL

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CPU-SCHEDULING

Training Deep-RL-Model to optimize the turnaround time for cpu scheduling algorithm outperforming Round-Robin. The model employs proximal policy optimization and understands complex relationships in the dataset and learns to prioritise task to optimise for turnaround time STATS

SYSTEM DESIGN

Deep-RL-Model

Gradient Descent

Gradient Descent

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Cpu-Scheduling-Deep-Reinforcement-learning outperforms Round Robin algorithm

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