2 papers
math.OC2023
Online Stochastic Allocation of Reusable Resources
Xilin Zhang, Wang Chi Cheung
We study a multi-objective model on the allocation of reusable resources under model uncertainty. Heterogeneous customers arrive sequentially according to a latent stochastic proce…
cs.LG2023
Online Resource Allocation: Bandits feedback and Advice on Time-varying Demands
Lixing Lyu, Wang Chi Cheung
We consider a general online resource allocation model with bandit feedback and time-varying demands. While online resource allocation has been well studied in the literature, most…