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1. Maritime Navigation and Contact Avoidance through Reinforcement Learning

open_access
Open Access
Author:
Davis, Steven Lee
Title:
Maritime Navigation and Contact Avoidance through Reinforcement Learning
Area of Honors:
Computer Engineering
Keywords:
reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
navigation
q learning
autonomous
File:
Download Davis_Honors_Thesis_Final.pdf
Thesis Supervisors:
Dr. John Phillip Sustersic Jr., Thesis Supervisor
Dr. Vijaykrishnan Narayanan, Thesis Honors Advisor

3. Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition

open_access
Open Access
Author:
Muralidhar, Shivran
Title:
Addressing Overfitting Issues with Deep Learning Model for Video Action Recognition
Area of Honors:
Computer Engineering
Keywords:
deep learning
machine learning
video recognition
computer vision
File:
Download Muralidhar_Shivran_Addressing_Overfitting_Issues_with_Deep_Learning_Model.pdf
Thesis Supervisors:
Vijaykrishnan Narayanan, Thesis Supervisor
Vijaykrishnan Narayanan, Thesis Honors Advisor
John Morgan Sampson, Faculty Reader

4. An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks

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Restricted (Penn State Only)
Author:
Pham, Viet
Title:
An Analysis and Framework for Multi-Label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Area of Honors:
Computer Engineering
Keywords:
Multi-label image classification
insect monitoring
convolutional neural networks
machine learning
computer vision
image classification
File:
Login to Download
Thesis Supervisors:
Vijaykrishnan Narayanan, Thesis Supervisor
John Morgan Sampson, Thesis Honors Advisor