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111. Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios

open_access
Open Access
Author:
Perkinson, Kyle
Title:
Multi-Agent Deep Reinforcement Learning Applications to Capture the Flag-Style Scenarios
Graduate Program:
Mechanical Engineering (MS)
Keywords:
Machine Learning
Reinforcement Learning
Multi-Agent Reinforcement Learning
File:
Download ThesisFinal3_22.pdf
Committee Members:
Michael Roan, Thesis Advisor/Co-Advisor
Alfred Scott Lewis, Committee Member
Robert Francis Kunz, Program Head/Chair
Sara B Noss, Committee Member

112. Model Learning and Predictive Control of Laser Powder Bed Fusion

open_access
Open Access
Author:
Ren, Yong
Title:
Model Learning and Predictive Control of Laser Powder Bed Fusion
Graduate Program:
Mechanical Engineering (PHD)
Keywords:
Laser Powder Bed Fusion
Machine Learning
Optimal Control
Finite Difference Method
Melt-Pool Geometry
Temperature Evolution
File:
Download Ren-Dissertation-V2.5.pdf
Committee Members:
Guhaprasanna Manogharan, Major Field Member
Qian Wang, Chair & Dissertation Advisor
Xiang Yang, Major Field Member
Robert Kunz, Professor in Charge/Director of Graduate Studies
Edward Reutzel, Outside Unit & Field Member

113. Multidisciplinary Design Optimization Framework For Multi-Phase Building Design Process - Technology Demonstration Using Design Of Office Building And Robotically 3D Printed Habitat

open_access
Open Access
Author:
Muthumanickam, Naveen Kumar
Title:
Multidisciplinary Design Optimization Framework For Multi-Phase Building Design Process - Technology Demonstration Using Design Of Office Building And Robotically 3D Printed Habitat
Graduate Program:
Architecture (PHD)
Keywords:
Building Design Optimization
Multidisciplinary Design Optimization
Concurrent Engineering
Model and Simulation-Based Engineering
Metamodelling
Multifidelity modelling
Surrogate Modelling
Building Information Modelling (BIM)
Energy Modelling
Daylighting Simulation
Robotic Constructability
3D Printing
Additive Concrete deposition
Machine Learning
File:
Download Muthumanickam__NaveenKumar_Architecture_PhD_Dissertation_Final.pdf
Committee Members:
Timothy Simpson, Co-Chair & Dissertation Advisor
Jose Pinto Duarte, Co-Chair & Major Field Member
Lisa Iulo, Major Field Member
Gordon Warn, Outside Unit & Field Member
Loukas Kalisperis, Major Field Member
Somayeh Asadi, Program Head/Chair

114. Automated and Semi-Automated Assessment of STEM Reasoning Questions

open_access
Open Access
Author:
Li, Zhaohui
Title:
Automated and Semi-Automated Assessment of STEM Reasoning Questions
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Automated Assessment
Machine Learning
Selective PredictionHuman-in-the-Loop
NLP
Education
Relation Networks
Contrastive Learning
Human-in-the-Loop
Selective Prediction
File:
Download ZhaohuiLI_thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Dongwon Lee, Outside Unit & Field Member
Huijuan Xu, Major Field Member
Rui Zhang, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor