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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Zhi-Yu Gui

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#machine learning Preprint Sep 2026

Know When to Stop, Where to Restart: Accelerating Multi-Turn Agentic On-Policy Distillation

STRIDE (Stop-and-Restart on-policy Distillation acceleration), which combines two complementary techniques: adaptive early stopping, which terminates a rollout once the cumulative teacher log-probability falls below an out-of-distribution threshold, and a prefix buffer, which caches high-quality prefixes and restarts g...

Zhi-Yu Gui, Ke-Xin Huang, Jia Guo et al. · 1 citation

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