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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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Xuanhui Wang

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Book Open access Jul 2026

Exposure-Based Reinforcement Learning to Rank

This work considerably improves RL for LTR methodology by increasing its effectiveness, efficiency, and ease of application, and proposes an abstraction that places gradient estimation behind a document-exposure distribution that enables seamless plug-and-play integration with auto-differentiation.

Harrie Oosterhuis, R. Jagerman, Zhen Qin et al. · 0 citations

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