AN INTELLIGENT ROCK PAPER SCISSORS BOT IN ANDROID
Main Article Content
Abstract
This project deals with the creation of an intelligent android application that plays the game of Rock, Paper Scissors against the user, learning the user's patterns based on various aspects such as most commonly used inputs and the inputs used in the immediate past. With a custom algorithm, the bot achieves a minimum of a 60% win rate against the average user.
Downloads
Article Details
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.
References
M. Rutledge-Taylor, Robert L. West, "Cognitive modeling versus game theory: why cognition matters", In Proceedings of the Sixth International Conference on Cognitive Modeling, 255-260.Mahwah, NJ: Lawrence Erlbaum, pp 255
Elaine Short, Justin Hart, Michelle Vu, Brian Scassellati,"No fair!!: An interaction with a cheating robotâ€, Applied Soft Computing, 2010, pp. 219
Yuzuru Sato, Eizo Akiyama, and J. Doyne Farmer, “Chaos in Learning a simple two-person gameâ€, PNAS,vol. 99., Issue No 7., 2002, pp 4748-4751