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Senior Essays
Fall 2023
Using Deep Q-Learning to Play Two-Player Yahtzee
Author:
Max Yuan
An Empirical Analysis of Decentralized Exchanges
Author:
Iris Wu
Analyzing Robustness of Modern Multimodal Transformer Architecture
Author:
John Wahlig
Missing Record: Dropped and Added References in NBER Working Paper Series 2000-2009
Author:
Hongyi Shen
Investigating Legitimate Companies' Use of Combosquatting-Like Domains
Author:
Frankie She
A Transkribus-Trained ML Tool for Historical Italian Manuscripts
Author:
Kylen Wei Bao
Gold Futures in Flux: Assessing the impact of unexpected FOMC decisions
Author:
Neel Malhotra
Spring 2023
Modeling Games with Uncertainty and Third-Party Selection Case Study - NCAA I March Madness
Author:
Theo Lauriette
Do Sportsbooks Follow Bayesian Updating?
Author:
Nalin Khanna
Solving the Optimal Strategy for Simplified Single-Player Qwixx
Author:
Surtaz Khan
A Decentralized Need for Speed: An Empirical Investigation into Transaction Latency and Construction of Predictive Machine Learning Models for Blockchain
Author:
Megha Joshi
Developing a Web Framework to Visualize Fictitious Play’s Convergence to Nash Equilibrium, Study Duality Gap Statistics, and Examine Validity of Karlin’s Conjecture
Author:
Adhya Sharma
Building A Predictive Model For The NBA Draft
Author:
Adil Gondal
Battleship: Examining Edge and Adjacency Ship Placements and Target Selections
Author:
Michelle Goh
Using NOAA Tide Data to Estimate Flood Damages Along the Atlantic Coast
Author:
Joshua Eberhardt
Satellite Remote Sensing and U-Net for Predicting Population Density in Kenya
Author:
Danielle J. Daley
Innova-Sim: Modeling Firm Competition in Innovation as a Multi-Stage Game with Agent-Based Simulation
Author:
Teckhua Chiang
Baseball Roster Management Dashboard: Constructing a Website for MLB Roster Visualization and Predictive Analytics Display
Author:
Ben Sibul
Online Learning Algorithms on Embedded Systems: An Investigation using the Matching Pennies Game
Author:
James Zhao
Prospects of Substituting Local Land Finance Revenue with Property Tax in China
Author:
Lawrence Wang
Trading on Social Impact
Author:
Sam Tobin
Cribbage Counterfactual Regret Minimization
Author:
Mykyta Solonko
An econometric analysis of the COVID-19 pandemic on the Caribbean tourism industry
Author:
Andrei Pascu
Using Trees to Price Mortgages and Other Interest Rate Derivatives
Author:
Petru Neagu
Q-Learning in Repeated Price Competition: Analyzing Convergence & Equilibrium Outcomes
Author:
Matthew Byung Hyun Nam
Money See, Money Do: Quantifying the Tendency for a Manager in a Network to Copy and Originate Investment Ideas
Author:
Daniel Lu
Fall 2022
Applying Multi-Agent Reinforcement Learning to Candidate/Employer Job Matching and Salary Negotiations
Author:
Alexander Chen
Machine Learning to Identify Predictors of Lapses in a Beginners’ Exercise Program for Adults with Type 1 Diabetes
Author:
Rajat Doshi
Spring 2022
AlphaHearts Zero: Implementing AlphaZero techniques for Imperfect Information Trick-Taking Games
Author:
Andrew Wei
COVID-19 and the U.S. Meatpacking Industry
Author:
Colman Seery
Effects of Weather on COVID-19 and an Instrumental Variable Strategy to Address Endogeneity
Author:
Alden Ming Yang Tan
Discrete Time Hedging in Frictional Markets: An Enhanced Rainbow Deep-Q Learning Approach
Author:
Arrunava Moondra
Analysis of Hybrid Deep Learning Agent for Gomoku
Author:
Jason Kim
Fall 2021
An Analysis of Lithium-Ion Battery and Fuel Cell Powered Vehicles
Author:
Lillie Ketterson
The Value of High School Mathematics: Measuring the Effects of Access and Exposure of Secondary Mathematics on Later Life Outcomes
Author:
Haron Adbaru
Web Application for Medical Diagnostics
Author:
Kenny Wang
Spring 2021
Optimal Auctions, an eBay experiment
Author:
Markos Gazepis
AlphaConnect Four: Combining Deep Neural Networks and Tree Search to Play Connect Four
Author:
Hunter Contos
Computing Optimal Strategies in Card Sharks
Author:
Brooke Alviar
Improving Competition Complexity Bounds in Multi-Item Auctions
Author:
Amar Patel
Spring 2020
Implementation & Analysis of Online Learning Algorithms
Author:
Musab Javed
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