Ultimate Tic-Tac-Toe Bot Techniques

Authors

  • Brycen Addison Furman University
  • Michael Peeler Furman University
  • Chris Alvin Furman University

DOI:

https://doi.org/10.32473/flairs.v35i.130698

Keywords:

Serious Games, Competitive Agent

Abstract

In this work, we consider the game Ultimate Tic-Tac-Toe. We apply different bot-based strategies for play and compare their effectiveness, including: random play, a heat-map approach, Monte Carlo Tree Search, and functionality similar to AlphaZero. Our work reveals another game that AlphaZero crushes the competition.

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Published

04-05-2022

How to Cite

Addison, B., Peeler, M., & Alvin, C. (2022). Ultimate Tic-Tac-Toe Bot Techniques. The International FLAIRS Conference Proceedings, 35. https://doi.org/10.32473/flairs.v35i.130698

Issue

Vol. 35 (2022): Proceedings of FLAIRS-35

Section

Posters

License

Copyright (c) 2022 Brycen Addison, Michael Peeler, Chris Alvin

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.