DataFunTalk
Oct 4, 2020 · Artificial Intelligence
Reinforcement Learning for Product Ranking: Model Design, Experiments, and Online Deployment
This article presents a comprehensive study of using reinforcement learning to improve e‑commerce product ranking, covering the limitations of traditional scoring, the design of context‑aware models, a pointer‑network based sequence generator, various RL algorithms, extensive offline evaluations, and successful online deployment with future research directions.
E-commercePPOdeep learning
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