A Comparative Tutorial of Bayesian Sequential Design and Reinforcement Learning

DOI10.1080/00031305.2022.2129787MaRDI QIDQ6562787

Unnamed Author, Yunshan Duan, Peter Müller

Publication date: 27 June 2024

Published in: The American Statistician (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Simulation-based sequential Bayesian design
• \({\mathcal Q}\)-learning
• Optimal Statistical Decisions
• One-Sided Sequential Stopping Boundaries for Clinical Trials: A Decision- Theoretic Approach
• Decision Theory
• Optimal Dynamic Treatment Regimes
• Approaches for Optimal Sequential Decision Analysis in Clinical Trials
• A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play
• Screening designs for drug development

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