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Personalization for Web-based Services using Offline Reinforcement Learning


Feb 10, 2021
Pavlos Athanasios Apostolopoulos, Zehui Wang, Hanson Wang, Chad Zhou, Kittipat Virochsiri, Norm Zhou, Igor L. Markov

* 9 pages, 8 figures, 3 tables 

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Reinforcement Learning-based Product Delivery Frequency Control


Dec 20, 2020
Yang Liu, Zhengxing Chen, Kittipat Virochsiri, Juan Wang, Jiahao Wu, Feng Liang

* In 35th AAAI Conference on Artificial Intelligence, February 2-9, 2021 

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Band-limited Soft Actor Critic Model


Jun 19, 2020
Miguel Campo, Zhengxing Chen, Luke Kung, Kittipat Virochsiri, Jianyu Wang

* 8 pages plus additional material 

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Horizon: Facebook's Open Source Applied Reinforcement Learning Platform


Nov 01, 2018
Jason Gauci, Edoardo Conti, Yitao Liang, Kittipat Virochsiri, Yuchen He, Zachary Kaden, Vivek Narayanan, Xiaohui Ye

* 6 pages 

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