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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

Author

Haoran Sun

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#artificial intelligence May 2026

Missing Old Logits in Asynchronous Agentic RL: Semantic Mismatch and Repair Methods for Off-Policy Correction

This work proposes three exact old-logit acquisition strategies: snapshot-based version tracking, a dedicated old-logit model, and synchronization via partial rollout interruption, and compares their system trade-offs to adopt a revised PPO-EWMA method.

Zhong Guan, Yong-Jian Guo, Haoran Sun et al. · 4 citations · ⚡1

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