Wang Chi Cheung

Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)

Singapore

SCHOLARLY PAPERS

9

DOWNLOADS
Rank 15,373

SSRN RANKINGS

Top 15,373

in Total Papers Downloads

3,361

SSRN CITATIONS
Rank 17,123

SSRN RANKINGS

Top 17,123

in Total Papers Citations

28

CROSSREF CITATIONS

26

Scholarly Papers (9)

1.

Dynamic Pricing and Demand Learning with Limited Price Experimentation

Operations Research, Forthcoming
Number of pages: 30 Posted: 22 Jun 2014 Last Revised: 03 Sep 2017
Wang Chi Cheung, David Simchi-Levi and He Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Georgia Institute of Technology - The H. Milton Stewart School of Industrial & Systems Engineering (ISyE)
Downloads 1,693 (10,469)
Citation 18

Abstract:

Loading...

Revenue Management, Dynamic Pricing, Learning-Earning Trade-off, Price Experimentation

2.

Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models

Number of pages: 37 Posted: 27 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 465 (65,376)
Citation 5

Abstract:

Loading...

Assortment Optimization, Multi-armed Bandits, Multinomial Logit Choice Models, Thompson Sampling.

3.

Sampling-Based Approximation Schemes for Capacitated Stochastic Inventory Control Models

Number of pages: 39 Posted: 07 Jun 2015 Last Revised: 09 Nov 2017
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 287 (113,619)
Citation 3

Abstract:

Loading...

Sample Average Approximation, Inventory Models, Data-driven

4.

Multi-Objective Online Ride-Matching

Number of pages: 41 Posted: 17 Apr 2019 Last Revised: 02 Sep 2019
Guodong Lyu, Wang Chi Cheung, Chung-Piaw Teo and Hai Wang
National University of Singapore (NUS) - NUS Business School, Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), NUS Business School - Department of Decision Sciences and Carnegie Mellon University - Heinz College of Information Systems and Public Policy
Downloads 225 (145,531)
Citation 2

Abstract:

Loading...

Multi-Objective Optimization, Ride-Matching, Online Algorithm, Target-Based Optimal Solution

5.

Hedging the Drift: Learning to Optimize Under Non-Stationarity

Number of pages: 48 Posted: 30 Oct 2018 Last Revised: 15 Dec 2019
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 222 (147,479)
Citation 4

Abstract:

Loading...

data-driven decision-making, non-stationary bandit optimization, parameter-free algorithms

6.

Efficiency and Performance Guarantees for Choice-Based Network Revenue Management Problems with Flexible Products

Number of pages: 57 Posted: 15 Aug 2016 Last Revised: 17 Aug 2016
Wang Chi Cheung and David Simchi-Levi
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR) and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 173 (185,302)
Citation 5

Abstract:

Loading...

Assortment Optimization, Efficient Algorithms, Choice Models, Revenue Management, Online Optimization

7.

Capacity Allocation in Flexible Production Networks: Theory and Applications

Management Science (Forthcoming)
Number of pages: 50 Posted: 31 Jul 2018
National University of Singapore (NUS) - NUS Business School, Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), National University of Singapore (NUS) - Department of Decision Sciences, NUS Business School - Department of Decision Sciences, Singapore Management University - Lee Kong Chian School of Business and South China University of Technology
Downloads 164 (195,045)
Citation 3

Abstract:

Loading...

Production Networks; Capacity Configuration; Process Flexibility; Fill Rate Target

8.

Inventory Balancing with Online Learning

Number of pages: 32 Posted: 02 Sep 2018
Wang Chi Cheung, Will Ma, David Simchi-Levi and Xinshang Wang
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Graduate School of Business, Massachusetts Institute of Technology (MIT) - School of Engineering and Alibaba Group
Downloads 37 (465,095)
Citation 1

Abstract:

Loading...

9.

Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism

Number of pages: 50 Posted: 17 Jun 2019
Wang Chi Cheung, David Simchi-Levi and Ruihao Zhu
Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Massachusetts Institute of Technology (MIT) - School of Engineering and Massachusetts Institute of Technology (MIT) - School of Engineering
Downloads 95

Abstract:

Loading...

reinforcement learning, data-driven decision making, confidence widening