Search Results for author: Limon Barua

Found 2 papers, 0 papers with code

Modeling Household Online Shopping Demand in the U.S.: A Machine Learning Approach and Comparative Investigation between 2009 and 2017

no code implementations11 Jan 2021 Limon Barua, Bo Zou, Yan, Zhou, Yulin Liu

Extensive post-modeling investigation is conducted in a comparative manner between 2009 and 2017, including quantifying the importance of each input variable in predicting online shopping demand, and characterizing value-dependent relationships between demand and the input variables.

Feature Importance

Deep Reinforcement Learning and Transportation Research: A Comprehensive Review

no code implementations13 Oct 2020 Nahid Parvez Farazi, Tanvir Ahamed, Limon Barua, Bo Zou

While many promising applications have been reported in the literature, there remains a lack of comprehensive synthesis of the many DRL algorithms and their uses and adaptations.

Decision Making reinforcement-learning +1

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