Knocking in the Game of Gin Rummy
DOI:
https://doi.org/10.1609/aaai.v35i17.17837Keywords:
Gin Rummy, Imperfect Information Games, Card Games, Linear RegressionAbstract
We perform an empirical study of Gin Rummy knocking strategies, drawing insight from a population of AI players that vary in both discarding and knocking strategies. For our best performing player, simple linear regression yielded a knocking strategy that both affirmed the features expert players give attention to in making knock decisions, and yet called into question the way such features are conventionally used.Downloads
Published
2021-05-18
How to Cite
Maravich, R. C., Neller, T. C., & Neller, T. W. (2021). Knocking in the Game of Gin Rummy. Proceedings of the AAAI Conference on Artificial Intelligence, 35(17), 15600-15606. https://doi.org/10.1609/aaai.v35i17.17837
Issue
Section
EAAI Symposium: Full Papers