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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Siyu Wang

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Book Open access Jul 2026

Advantage-Conditioned Flow Policy for Offline Reinforcement Learning in Recommendation

PerfRec (Preference-aware Flow for Recommendation), a flow-matching offline RL framework that learns an expressive behavioral policy and distills it into an efficient one-step policy, is proposed and experiments show that PerfRec improves recommendation performance over strong offline RL baselines.

Xiaocong Chen, Siyu Wang, Li-Na Yao · 0 citations

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