Selected Publications

Biblio Author: Cheung W. C.

2023

Cheung W. C., Simchi-Levi D, Zhu R

2023

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

Management Science
2021

Cheung W. C., Ma W, Simchi-Levi D, Wang X

2021

Inventory Balancing with Online Learning

Management Science
2020

Cheung W. C., Simchi-Levi D, Zhu R

2020

Hedging the Drift: Learning to Optimize under Non-Stationarity

Management Science—Special Issue on Data-Driven Prescriptive Analytics
2020

Cheung W. C., Simchi-Levi D, Zhu R

2020

Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism

ICML 2020
2019

Cheung W. C., Simchi-Levi D, Zhu R

2019

Learning to Optimize under Non-Stationarity

AISTATS 2019
2017

Cheung W. C., Simchi-Levi D, Wang H

2017

Dynamic Pricing and Demand Learning with Limited Price Experimentation

Operations Research
2019

Cheung W. C., Simchi-Levi D

2019

Sampling-based Approximation Schemes for Capacitated Stochastic Inventory Control Models

Mathematics of Operations Research