Here are my Google Scholar Homepage and SSRN Homepage.
Journal Articles
- A Minibatch-SGD-Based Learning Meta-Policy for Inventory Systems with Myopic Optimal Policy.
- (Alphabetical) Jiameng Lyu, Jinxing Xie, Shilin Yuan, Yuan Zhou.
- Management Science. [Journal Link] [SSRN]
- Asymptotic Optimality of Base-Stock Policies for Lost-Sales Inventory Systems with Stochastic Lead Times.
- Shilin Yuan, Jiameng Lyu, Jinxing Xie, Yuan Zhou.
- Operations Research Letters. [Journal Link]
Working Papers
- Learning in Lost-Sales Inventory Systems with Stochastic Lead Times and Random Supplies.
- (Alphabetical) Xin Chen, Jiameng Lyu, Shilin Yuan, Yuan Zhou.
- Accepted at Management Science. [SSRN]
- Joint Dynamic Advertising and Pricing: Near-Optimality of Static Policies and Demand Learning
- (Alphabetical) Junyi Liu, Qihang Sun, Jinxing Xie, Shilin Yuan.
- Under review after minor revision at Production Operations Management.
- Closing the Gaps: Optimality of Sample Average Approximation for Data-Driven Newsvendor Problems.
- Learning When to Restart: Nonstationary Newsvendor from Uncensored to Censored Demand.
Work in Process
- Large-Penalty Asymptotic Analysis for Inventory Systems: An MDP Approach.
- Work in Process.
- On the Algorithmic Properties of Lost-sales Inventory System under Base-stock Policies.
- Work in Process.