The paper proposes a new decision-making framework for partially observable systems in continuous time with discrete state and action spaces. The framework uses approximation methods for the filtering and control…
Continue readingThis research proposed a Bayesian neural controlled differential equation (BNCDE) for estimating treatment effects over time in healthcare. Traditional methods are limited to point estimates, but the BNCDE provides meaningful…
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