Search Results for author: Marlin W. Ulmer

Found 2 papers, 0 papers with code

Same-Day Delivery with Fairness

no code implementations19 Jul 2020 Xinwei Chen, Tong Wang, Barrett W. Thomas, Marlin W. Ulmer

The demand for same-day delivery (SDD) has increased rapidly in the last few years and has particularly boomed during the COVID-19 pandemic.

Fairness Q-Learning

Deep Q-Learning for Same-Day Delivery with Vehicles and Drones

no code implementations25 Oct 2019 Xinwei Chen, Marlin W. Ulmer, Barrett W. Thomas

In a systematic computational analysis, we show the superiority of our policy compared to benchmark policies and the effectiveness of our deep Q-learning approach.

Decision Making Q-Learning

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