Bandit algorithms to personalize educational chatbots

DOI10.1007/s10994-021-05983-yOpenAlexW3165360095MaRDI QIDQ2071382

Sharad Goel, Joseph Jay Williams, William Cai, Hao Sheng, Johnny Tian-Zheng Wei, Josh Grossman, Zhiyuan Jerry Lin

Publication date: 28 January 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-021-05983-y

zbMATH Keywords

reinforcement learningcontextual banditchatbotonline educationonline experimentation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• Khan Academy
• AutoTutor

Cites Work

• Asymptotically efficient adaptive allocation rules
• Knowledge Spaces
• Unnamed Item

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