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related 2.00 — strongly supporting 3 facts

Reinforcement learning and deep learning are related as they are both core methodologies utilized by the Amazon Ads SPB team to optimize ad retrieval and auctions [1], [2], and are explicitly studied together in academic literature such as the 2023 survey by Bueff and Belle [3].

Facts (3)

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Zero-knowledge LLM hallucination detection and mitigation through ... amazon.science Amazon Science 1 fact
claimThe Sponsored Products and Brands (SPB) team at Amazon Ads develops solutions involving generative AI, deep learning, multi-objective optimization, and reinforcement learning to improve ad retrieval, auctions, and whole-page relevance.
Papers - Dr Vaishak Belle vaishakbelle.github.io 1 fact
referenceThe paper 'Logic + Reinforcement Learning + Deep Learning: A Survey' by A. Bueff and V. Belle was published in the ICAART proceedings in 2023.
Knowledge graphs - Amazon Science amazon.science Amazon Science 1 fact
procedureThe responsibilities of an Applied Scientist on the Sponsored Products and Brands Off-Search team include designing and developing solutions using GenAI, deep learning, multi-objective optimization, and reinforcement learning to improve ad retrieval, auctions, and whole-page relevance.