Search Results for author: Barrett W. Thomas

Found 3 papers, 1 papers with code

Optimizing Warfarin Dosing using Deep Reinforcement Learning

1 code implementation • 7 Feb 2022 • Sadjad Anzabi Zadeh, W. Nick Street, Barrett W. Thomas

We tested the robustness of our dosing protocol on a second PK/PD model and showed that its performance is comparable to the set of baseline protocols.

reinforcement-learning Reinforcement Learning (RL)

Paper
Code

Same-Day Delivery with Fairness

no code implementations • 19 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

Paper
Add Code

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

no code implementations • 25 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

Paper
Add Code

Cannot find the paper you are looking for? You can Submit a new open access paper.