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Personalization for Web-based Services using Offline Reinforcement Learning
Large-scale Web-based services present opportunities for improving UI po...
02/10/2021 ∙ by Pavlos Athanasios Apostolopoulos, et al. ∙
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Reinforcement Learning-based Product Delivery Frequency Control
Frequency control is an important problem in modern recommender systems....
12/20/2020 ∙ by Yang Liu, et al. ∙
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Band-limited Soft Actor Critic Model
Soft Actor Critic (SAC) algorithms show remarkable performance in comple...
06/19/2020 ∙ by Miguel Campo, et al. ∙
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Horizon: Facebook's Open Source Applied Reinforcement Learning Platform
In this paper we present Horizon, Facebook's open source applied reinfor...
11/01/2018 ∙ by Jason Gauci, et al. ∙
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