Online Algorithms: From Prediction to Decision
<p>Making use of predictions is a crucial, but under-explored, area of sequential decision problems with limited information. While in practice most online algorithms rely on predictions to make real time decisions, in theory their performance is only analyzed in simplified models of predictio...
Internet
https://thesis.library.caltech.edu/10530/1/Niangjun_Chen_2017.pdfChen, Niangjun (2018) Online Algorithms: From Prediction to Decision. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z95M63W4. https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845 <https://resolver.caltech.edu/CaltechTHESIS:10182017-210853845>