Toyota Research Institute, Inc.

Ha-Kyung Kwon

A method for adjusting a workflow includes obtaining, at a current time step, one or more samples from the workflow. The method also includes determining a set of sample parameters based on obtaining the one or more samples. Each sample parameter of the set of sample parameters may be associated with a respective sample of the one or more samples. The method further includes generating an updated model by updating an initial model associated with the workflow based on determining the set of sample parameters. The method still further includes adjusting one or more workflow parameters based on the updated model. The one or more workflow parameters may be adjusted such that a currently predicted end result of the workflow converges with an expected end result of the workflow.

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Mountain View, CA, United States of America

Ha-Kyung Kwon