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David Simchi-Levi

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Wang Chi Cheung

> Home > Persons > David Simchi-Levi

Publications

2023
[j119]
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  - journals/mansci/CheungSZ23
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  - https://dblp.org/rec/journals/mansci/CheungSZ23
Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Nonstationary Reinforcement Learning: The Blessing of (More) Optimism. Manag. Sci. 69(10): 5722-5739 (2023)
2022
[j112]
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  - journals/mansci/CheungSZ22
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Hedging the Drift: Learning to Optimize Under Nonstationarity. Manag. Sci. 68(3): 1696-1713 (2022)
[j111]
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  - journals/mansci/CheungMSW22
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Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. Manag. Sci. 68(3): 1776-1807 (2022)
2020
[c11]
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  - conf/icml/CheungSZ20
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. ICML 2020: 1843-1854
[i24]
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  - journals/corr/abs-2006-14389
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism. CoRR abs/2006.14389 (2020)
2019
[j85]
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  - journals/mor/CheungS19
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Wang Chi Cheung, David Simchi-Levi:
Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models. Math. Oper. Res. 44(2): 668-692 (2019)
[c9]
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  - conf/aistats/CheungSZ19
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Learning to Optimize under Non-Stationarity. AISTATS 2019: 1079-1087
[i17]
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  - journals/corr/abs-1903-01461
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Hedging the Drift: Learning to Optimize under Non-Stationarity. CoRR abs/1903.01461 (2019)
[i13]
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  - journals/corr/abs-1906-02922
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Reinforcement Learning under Drift. CoRR abs/1906.02922 (2019)
2018
[i8]
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  - journals/corr/abs-1810-03024
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Wang Chi Cheung, David Simchi-Levi, Ruihao Zhu:
Learning to Optimize under Non-Stationarity. CoRR abs/1810.03024 (2018)
[i7]
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  - journals/corr/abs-1810-05640
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Wang Chi Cheung, Will Ma, David Simchi-Levi, Xinshang Wang:
Inventory Balancing with Online Learning. CoRR abs/1810.05640 (2018)
2017
[j80]
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  - journals/ior/CheungSW17
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Wang Chi Cheung, David Simchi-Levi, He Wang:
Technical Note - Dynamic Pricing and Demand Learning with Limited Price Experimentation. Oper. Res. 65(6): 1722-1731 (2017)
[i4]
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  - journals/corr/CheungS17
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Wang Chi Cheung, David Simchi-Levi:
Assortment Optimization under Unknown MultiNomial Logit Choice Models. CoRR abs/1704.00108 (2017)

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