Research

Selected Publications

See my Google Scholar page for a more up to date list of publications.
Advantage Regularization for Imitating Complex Control Policies
Matthew Taylor
MS Thesis in Computer Science, UC San Diego, 2025

Other Projects

Approximate Neural Lyapunov Control
ECE 228 Final Project, 2024
Skills: PyTorch, Python
Capture the Flag Environment with TurtleBot3 Agents
Advised by Huy Tran, 2022-2023
Skills: Gazebo, ROS, Python
Gridworld Mapper Model with JetBot AI Kit
Advised by Huy Tran, 2022
Skills: PyTorch, Convolutional Neural Network
Improving Human-Agent Teaming with a BCI
Advised by Huy Tran, 2021-2022
Skills: Sklearn, Python
NFL Big Data Bowl 2022
Evaluating Kicker Performance Using KER
Skills: TensorFlow, Python

For Fun


© 2025 Matt Taylor. All rights reserved.

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