Sequential decision learning for social good and fairness

• Main Author: LI, Dexun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Sequential decision learning; Fairness constraint; Influence maximization; RMAB; Environment design; Social good; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/etd_coll/628; https://ink.library.smu.edu.sg/context/etd_coll/article/1626/viewcontent/GPIS_AY2019_PhD_Li_Dexun.pdf
• Institution: Singapore Management University

Sequential decision learning is one of the key research areas in artificial intelligence. Typically, a sequence of events is observed through a transformation that introduces uncertainty into the observations and based on these observations, the recognition process produces a hypothesis of the under...