Data-pooling reinforcement learning for personalized healthcare intervention

X Chen, P Shi, S Pu - arXiv preprint arXiv:2211.08998, 2022 - arxiv.org
Motivated by the emerging needs of personalized preventative intervention in many
healthcare applications, we consider a multi-stage, dynamic decision-making problem in the …

Multi-armed bandits with endogenous learning curves: An application to split liver transplantation

YS Tang, A Li, AA Scheller-Wolf… - Available at SSRN …, 2021 - papers.ssrn.com
Problem definition: Proficiency in many sophisticated tasks is attained through experience-
based learning, in other words, learning by doing. For example, transplant surgeons need to …

[PDF][PDF] Addressing Challenges in Public Service Operations Management: Data-Driven Solutions and Strategies

Y Tang - 2024 - kilthub.cmu.edu
ADDRESSING CHALLENGES IN PUBLIC SERVICE OPERATIONS MANAGEMENT: DATA-DRIVEN
SOLUTIONS AND STRATEGIES Page 1 ADDRESSING CHALLENGES IN PUBLIC SERVICE …

Essays in Marketing Innovations

K Li - 2024 - dspace.mit.edu
The dissertation consists of three chapters on understanding marketing innovations,
including targeted marketing and new product development. The first chapter studies a …