A multivariate Bayesian IRT CAT framework accelerated by direct sampling and optimized with double deep Q-learning for non-myopic item selection.
Sutton and Andrew G
2 Pith papers cite this work. Polarity classification is still indexing.
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A subsidy-based sequential RCT protocol modeled as a belief MDP increases social utility by more than 35% compared to standard trials.
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Deep Computerized Adaptive Testing
A multivariate Bayesian IRT CAT framework accelerated by direct sampling and optimized with double deep Q-learning for non-myopic item selection.
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Optimizing Social Utility in Sequential Experiments
A subsidy-based sequential RCT protocol modeled as a belief MDP increases social utility by more than 35% compared to standard trials.