Team

HuMIn Team
Director
	Corey Clark, PhD
PhD Students
	Myque Ouellette
	Hongjin Yu
	Jake Klinkert
	Steph Buongiorno
Research Assistants
	Victoria Rehfeld Smith
	Brian Rust

Master Students

Former Students
Eric Miao	Microsoft	A Genetic Algorithm Approach to Optimize Random Forest for Computational Biology Data Classification
Yu Chen	Infinity Ward	Extracting AI Personality from AI Behaviors Using Particle Swarm Optimization and Artificial Psychosocial Framework
Vinson Luo	BALANCED Media | Technology	A Multidisciplinary Approach To Extract Learning Standard Based Educational Content From Commercial Video Games (DeCoAD Framework)
Jake Rowland	Splash Damage	Minecraft Resource Planning Tools With Cloud and Learning Management System Integration
Yixuan Wei	Epic Games	AI Emotional Memory System: Simulating Semantic Knowledge, Episodic Memory and Short-term Memory
Jake Klinkert	PhD Student	Artificial Psychosocial Framework for Affective Non-Player Characters
Pronay Peddiraju	Enduring Games	Procedural Image Generation Using Markov Chain Wave Function Collapse
Hongjin Yu	PhD Student	Convolutinal Kernal Optimization for Deep Neural Networks Using Constructivist Augmented Machine Learning (CAML) Methodology
Rakhil Soman	iD Software	Machine Learning Based Real Time Strategy AI
Michael Dale	Nerve Software	Utility Theory Based Multi-Agent Analysis
Kevin Nappoly	Arkane Studios	Player Gameplay Analysis Through Computer Vision for League of Legends
Saddha Santanaporn	Survios	Using Computer Vision for Data Extraction from League of Legends
Adrian Hernandez	Obsidian Entertainment	NPC Emotion Modeling Using the OCC Model, Five Factor Model, and Social Relations
John Nguyen	Anki	Adapting A Multiplayer RPG Client-Server Video Game To A Decentralized Game-Based Volunteer Computing Network
Wenzheng Huang	Armature Studio	Using Computer Vision to Identify Player Inputs on Street Fighter 5
Tianyi Zhao	Studio Wildcard	Reinforcement Learning Agent for Starcraft II Mini-Game
Drew Fulsom	Nerve Software	Procedural City Layout Generation Using WaveFunctionCollapse and Google Maps
Ben Gibson	Gearbox	Transforming Game Design Models into Domain Specific Languages using Model Driven Engineering
Ed Dearien	Santa Monica Studio	Adaptive Gameplay Methodology for Increasing Engagement via Analytic Driven Realtime Archetype Identification
Rukuan “Young” Yang	House Pixel Games	XPRIZE Auto Update System for the game Codex: Lost Words of Atlantis
Marcelo Raimbault	Glip Studio	Behavioral Clustering in Open World Sandbox Game TUG
Anthony Fleshner	Playful Corp	Fast Random Genetic Search for Large Scale RTS Combat Scenarios
Hong-Yung (Henry) Dai	Robot Entertainment	Story Driven Open World Sandbox Games Using Branch and Bottleneck Adaptive Questing System
Jeff Listman	Gaikai (Sony)	Analyzing Compression Algorithms for Use in Server Side Rendering
Raul Roa	Playful Corp	Automating portability analysis and performance optimization of native cross compiled with Emscripten and Native Client for the Web