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2023 Publications

2023

Assortment Planning for Recommendations at Checkout under Inventory Constraints

Mathematics of Operations Research
2023

Model-Free Non-Stationary Reinforcement Learning: Near-Optimal Regret and Applications in Multi-Agent Reinforcement Learning and Inventory Control

Management Science
2023

Non-stationary Experimental Design under Linear Trends

NeurIPS
2023

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

Management Science
2023

Offline Planning and Online Learning under Recovering Rewards

Management Science
2023

Online Matching with Bayesian Rewards

Operations Research
2023

Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk

NeurIPS 2023 Spotlight (top 3%)

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