1. Maritime Navigation and Contact Avoidance through Reinforcement Learning Open Access Author: Davis, Steven Title: Maritime Navigation and Contact Avoidance through Reinforcement Learning Graduate Program: Computer Science and Engineering Keywords: reinforcement learningmachine learningmaritimeunmanned underwater vehicleautonomous underwater vehicleq learningnavigationautonomous File: Download Davis_MS_Thesis_Final.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor
2. Sensor Aware Machine Learning For Edge Devices Open Access Author: Kim, Dong Title: Sensor Aware Machine Learning For Edge Devices Graduate Program: Computer Science and Engineering Keywords: convolutional neural networkmachine learningsynthetic dataset File: Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf Committee Members: Vijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorKyusun Choi, Committee MemberJohn Morgan Sampson, Committee Member
3. Smart Home Surveillance System Through Edge Computing Open Access Author: Wong, Joseph Title: Smart Home Surveillance System Through Edge Computing Graduate Program: Computer Science and Engineering Keywords: smart homeedge computingsecuritymachine learningdeep learningmotion detectionfacial recognitionfog computing File: Download thesis_grad.pdf Committee Members: Sencun Zhu, Thesis Advisor/Co-AdvisorVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorBhuvan Urgaonkar, Program Head/Chair
4. Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Open Access Author: Sessions, Deanna Title: Leveraging Data-Science to Characterize Additively Manufactured Electromagnetic Components Graduate Program: Electrical Engineering Keywords: Additive manufacturingfrequency selective surfaceconformal electromagneticsmachine learning File: Download Deanna_Sessions_Thesis_v1.pdf Committee Members: Gregory Huff, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberKultegin Aydin, Program Head/Chair
