Contents

Title Page
Abstract

1. Introduction
2. Poker as a Testbed for Artificial Intelligence
3. Previous Research
4. Adaptation to Texas Hold'em
5. The Limitations of Hand Abstraction
6. The Hybrid Model
7. Straight and Flush Prediction
8. Bluffing
9. Opponent Modeling
10. Conclusion

Appendix A
Bibliography