Index Catalog // Digital WPI

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Filtering by: Advisor Paffenroth, Randy Clinton Resource type Major Qualifying Project Subject Computing

1. Machine Learning, Image Processing, and Transfer Learning for Handwritten Spreadsheet Digitization

Keyword:: Transfer Learning, Machine Learning, Optical Character Recognition, and Image Processing
Creator:: Norton, Cameron, Langevin, Christopher, Hall, Liam, Patel, Harsh, Haley, Matthew, and Trilling, Elliot
Advisor:: Paffenroth, Randy Clinton and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-17
Resource Type:: Major Qualifying Project

2. An Examination of Share Buyback Program Execution

Keyword:: Buyback, Machine Learning, Repurchase, Corporate Finance, LSTM, and RNN
Creator:: Chiocchio, Robert
Advisor:: Sturm, Stephan, Hansen, Peter H., Blais, Marcel Y., and Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-03-21
Resource Type:: Major Qualifying Project

3. Simulations and ML for parachute guidance

Keyword:: Python, Simulator, Neural Networks, Machine Learning, Vision-Based Navigation, and Digital Image Processing
Creator:: Malabanti, Grace, Spitaels, Juliette, and Scheufele, Joseph
Advisor:: Paffenroth, Randy Clinton and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-04-27
Resource Type:: Major Qualifying Project

4. Portfolio Optimization Using Reinforcement Learning

Keyword:: Q-Learning, Reinforcment Learning, Complexity Analysis, DDQN, and Stock Model
Creator:: Owuor, Hezi, Davis, Jason, and Schwarzrock, Erich
Advisor:: Sturm, Stephan, Paffenroth, Randy Clinton, and Blais, Marcel Y.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-24
Resource Type:: Major Qualifying Project

5. Baseball Data Analysis for DraftKings

Keyword:: Moneyline, Machine Learning, DraftKings, Prop Bets, Baseball, and Data Analysis
Creator:: Delphia, Hailey
Advisor:: Brown, Donald R. and Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-03-25
Resource Type:: Major Qualifying Project

6. Arco IT GmbH User Interface and Machine Learning MQP

Keyword:: Machine Learning, JupyterLab, Generative Adversarial Networks, User Interface, Cybersecurity, and Docker
Creator:: Kothari, Vinit, Perez, Jerry, Iandoli, Matthew J., and Zhang, Jiaqi
Advisor:: Paffenroth, Randy Clinton, Mangoubi, Oren Rami, and Trapp, Andrew C
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Major Qualifying Project

7. Multi-modal Locomotion robot

Keyword:: quadrupedal, multi-modal robot, transforming robot, bipedal, reinforcement learning, and simulation
Creator:: Euredjian, Andrew G., Mahajan, Revant, and Gupta, Ankur
Advisor:: Agheli Hajiabadi, Mohammad Mahdi, Paffenroth, Randy Clinton, and Gennert, Michael A.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-10
Resource Type:: Major Qualifying Project