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Alexander E Zook, 37363 Oak Gln, Irvine, CA 92618

Known as:
Eugene Zook Alexander
Related to:
Steve S Zook

Alexander Zook Phones & Addresses

363 Oak Gln, Irvine, CA 92618   

Bellevue, WA   

6101E N Sheridan Rd UNIT 40D, Chicago, IL 60660    773-8058191   

Atlanta, GA   

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Alexander Zook resumes & CV records

Resumes

Alexander Zook Photo 22

Senior Machine Learning Engineer

Location:
363 Oak Gln, Irvine, CA 92618
Industry:
Entertainment
Work:
Unity Technologies
Senior Machine Learning Engineer Riot Games Jan 2017 - Sep 2017
Data Scientist Blizzard Entertainment Dec 2015 - Jan 2017
Senior Data Scientist; Phd Candidate at Georgia Institute of Technology Georgia Institute of Technology Aug 2010 - Oct 2016
Phd Student Blizzard Entertainment May 2015 - Dec 2015
Data Scientist Blizzard Entertainment May 2014 - Aug 2014
Data Science Intern Blizzard Entertainment Jun 2013 - Aug 2013
Predictive Analytics Intern Bioware May 2011 - May 2012
Analytics Intern Georgia Institute of Technology Aug 1, 2010 - Dec 2010
Graduate Research Assistant University of Chicago Nov 2009 - Jul 2010
Lab Assistant
Education:
Georgia Institute of Technology 2010 - 2015
Doctorates, Doctor of Philosophy University of Chicago 2005 - 2009
Bachelors, Bachelor of Arts, Biology, Neuroscience Northside College Prep 2001 - 2005
Georgia Institute of Technology
Skills:
Machine Learning, Python, Programming, Java, Artificial Intelligence, Data Analysis, Statistics, Video Games, Modeling, Research, Data Mining, Tableau, Predictive Analytics, Sql, Latex, Segmentation, Game Development, C#, Genetic Algorithms, Research and Development, Statistical Modeling, Excel, Oracle Sql, Tensorflow, Pandas, Docker Products, Unity, Data Science, Deep Learning, Kubernetes, Hive, R, Matlab, Algorithms, Toad, Microsoft Excel, Analytics, Computer Science, Analysis, Mysql, Data Visualization, Statistical Data Analysis
Interests:
Artificial Intelligence
Sociology
Procedural Content Generation
Cognitive Science
Machine Learning
Behavioral Economics
Experimental Game Design
Languages:
English
Japanese
Alexander Zook Photo 23

Alexander Zook

Location:
United States

Publications & IP owners

Us Patents

Initial Results Of A Reinforcement Learning Model Using A Heuristic

US Patent:
2023003, Feb 2, 2023
Filed:
Jul 28, 2021
Appl. No.:
17/387321
Inventors:
- Irvine CA, US
David Pendergrast - Irvine CA, US
Alexander Zook - Irvine CA, US
International Classification:
A63F 13/67
A63F 13/57
G06N 3/08
G06N 5/00
G06K 9/62
Abstract:
Systems and methods for improving initial results of a reinforcement learning model are described herein. In an embodiment, a server computer initiates a reinforcement learning model for a modeled system. While executing the reinforcement learning model, the server computer computes a first result value for a particular action using the reinforcement learning model and a second result value for the particular action using a heuristic separate from the reinforcement model. Based, at least in part, on the first result value for the particular action and the second result value for the particular action, the server computer performs the particular action. The server computer determining a result from performing the particular action and updates the reinforcement learning model.

Possible Relatives

Jennifer S Zook  Karen M Zook  Lizzie J Zook  Burtron C Zook  Alexander B Johnson  Alexander B Johnston  Alexander White  Alexander W Jones  Alexander Stanley  Alexander Stansbury 

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