AIBullisharXiv – CS AI · 7h ago6/10
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TuneAgent: Agentic Operating System Kernel Tuning with Reinforcement Learning
Researchers introduce TuneAgent, an AI-powered framework using reinforcement learning and large language models to automatically optimize Linux kernel configurations. The system achieves up to 5.6% performance improvements while maintaining configuration validity, addressing a longstanding challenge in OS optimization that traditionally requires manual expert tuning.