Lecturer: Dr Rich Davison \& Dr. Giacomo Bergami

1. Levels and Goals (Dr. Giacomo Bergami)

   I. Probability in Game Design (Slides, Handouts, Code: C#, C++)

   II. From Probability to Navigation (Slides, Code: C#, Python)

   III. From Navigation to Analysis (Slides, Code: C#, C++)

   IV. Evidenced outcomes (Slides)

2. Players and Adversaries (Dr. Giacomo Bergami)

   I. Modelling Winning Probabilities in Stochastic Games (Slides, Code: C#, Python)

   II. Correlating Skills with Strategies (Slides)

   • To Study or To Party?: C++ and C#

   • Trivial RL Robot: C++

   III. Game Theory for Non-Cooperative Games (Slides, Code: C#)