student theses

A selection of completed graduate theses from the lab by year

Also see:

2024

  1. MASc Thesis
    Adversarial Black-Box Testing of Self-Driving Vehicle Algorithms with Reinforcement Learning
    Oleksandra Nahorna.
    UWSpace Thesis Repository, University of Waterloo, Dec, 2024.

2023

  1. MASc Thesis
    Aggressiveness-Regulated Multi-agent Stress Testing of Autonomous Vehicles
    Xiaoliang Zhou.
    UWSpace Thesis Repository, University of Waterloo, Sep, 2023.
  2. PhD Thesis
    Deep Learning-Based Driver Behavior Detection on Simulated and Real Data
    Zehra Camlica.
    UWSpace Thesis Repository, University of Waterloo, Sep, 2023.
  3. MASc Thesis
    Understanding Driving Behaviours: Classification and Regression Approaches
    Josh Qixuan Sun.
    UWSpace Thesis Repository, University of Waterloo, Sep, 2023.

2022

    2021

    1. PhD Thesis
      Data Reduction Algorithms in Machine Learning and Data Science
      UWSpace Thesis Repository, University of Waterloo, Feb, 2021.
    2. MASc Thesis
      Histopathology Image Analysis and NLP for Digital Pathology.
      Aishwarya Krishna Allada.
      UWSpace Thesis Repository, University of Waterloo, Waterloo, Canada. Aug, 2021.

    2020

    1. MASc Thesis
      Stackelberg Multi-Agent Reinforcement Learning for Hierarchical Environments
      Sahil Pereira.
      UWSpace Thesis Repository, University of Waterloo, May, 2020.
    2. MASc Thesis
      Deep Multi Agent Reinforcement Learning for Autonomous Driving
      Sushrut Bhalla.
      UWSpace Thesis Repository, University of Waterloo, Apr, 2020.

    2019

    1. MASc Thesis
      Deep Learning and Spatial Statistics for Determining Road Surface Condition
      Carrillo Garcia, and Juan Manuel.
      UWSpace Thesis Repository, University of Waterloo, Aug, 2019.
    2. MASc Thesis
      Deep Representation Learning and Prediction for Forest Wildfires
      Pardis Zohouri Haghian.
      UWSpace Thesis Repository, University of Waterloo, May, 2019.

    2018

    1. MASc Thesis
      Population-Level Indicators of Physical Activity, Sedentary Behaviour and Sleep in Canada Based on Twitter
      Olivier Nguyen.
      UWSpace Thesis Repository, University of Waterloo, Aug, 2018.