Search Results for author: Joshua Joseph

Found 2 papers, 1 papers with code

The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards

2 code implementations9 May 2018 Sarah Holland, Ahmed Hosny, Sarah Newman, Joshua Joseph, Kasia Chmielinski

The Dataset Nutrition Label (the Label) is a diagnostic framework that lowers the barrier to standardized data analysis by providing a distilled yet comprehensive overview of dataset "ingredients" before AI model development.

Databases Computers and Society

Structural Return Maximization for Reinforcement Learning

no code implementations12 May 2014 Joshua Joseph, Javier Velez, Nicholas Roy

Batch Reinforcement Learning (RL) algorithms attempt to choose a policy from a designer-provided class of policies given a fixed set of training data.

Learning Theory reinforcement-learning +1

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