A Highly-Parameterized Ensemble To Play Gin Rummy

Authors

Masayuki Nagai, DePauw University
Kavya Shrivastava, DePauw University
Kien Ta, DePauw University
Chad Byers, DePauw University
Steven Bogaerts, DePauw University

Document Type

Poster

Publication Date

Fall 10-2020

Abstract

In this work we describe the development and tuning of a computer Gin Rummy player. The system includes three main components to make decisions about drawing cards, discarding, and ending the game, with numerous hyperparameters controlling behavior. After the components are described, three sets of hyperparameter tuning and performance experiments are analyzed.

Comments

• Masayuki Nagai; Kavya Shrivastava; Kien Ta; Dr. Steven Bogaerts, Dr. Chad Byers, PhD

• Department of Computer Science, DePauw University, Greencastle, IN

• Supported by: DePauw University Faculty Development Committee

Recommended Citation

Nagai, Masayuki; Shrivastava, Kavya; Ta, Kien; Byers, Chad; and Bogaerts, Steven, "A Highly-Parameterized Ensemble To Play Gin Rummy" (2020). Annual Student Research Poster Session. 46, Scholarly and Creative Work from DePauw University.
https://scholarship.depauw.edu/srfposters/46