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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

Xinyu Li

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Open access 2026

Adaptive Action-Constraint Safe Driving Decision Control Algorithm Based on Deep Reinforcement Learning

Autonomous driving has the potential to greatly enhance traffic efficiency, and its effectiveness depends on robust decision-making in complex real-world environments. As an emerging technique, Deep Reinforcement Learning (DRL) is expected to address this requirement. However, most existing general-purpose DRL methods...

Rui Guo, Xin-Yu Li, Zhong-Hao Fu et al. · 0 citations
Preprint Aug 2026

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks

This work presents AsymSpec, which addresses uplink-gated verification and invalid dependent work with two corresponding mechanisms, and shows that AsymSpec delivers 2.82-28.03$\times the output-token throughput of the strongest baseline.

Guotao Yang, Hao Chen, Rui Guo et al. · 0 citations

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