Selected Publications
Non-Stationary Reinforcement Learning: The Blessing of (More) Optimism. To appear in Management Science.
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2023. Inventory Balancing with Online Learning. To appear in Management Science.
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2021. Hedging the Drift: Learning to Optimize Under Non-Stationarity. To appear in Management Science.
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2020. .
2020. Learning to Optimize under Non-Stationarity. In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019.
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2019. Sampling-based Approximation Schemes for Capacitated Stochastic Inventory Control Models. Mathematics of Operations Research. 44(2)
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2018. Dynamic Pricing and Demand Learning with Limited Price Experimentation. Operations Research. 65(6)
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2017.