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RMIT COSC1125/1127 AI Pacman Contest Project

Youtube Presentation

Introduction

Pacman capture the flag contest is relatively different from the regular pacman games. Starting off with two teams competing with one another, each teams have two agents that can either be offensive or defensive. Offense agents are responsible to enter opponent's territory and 'steal' food pellets. Each food pellets eaten would be turned to score when the offensive agent returns to its own side of the grid. Similarly, opponent's pacman would do the same. This is where the role of defensive agent comes in. Defensive agent is responsible of 'protecting' its own side of the grid's food pellets and prevents opponent's pacman from entering and 'stealing' its foods. Rules are relatively basic, and the rules of classic pacman still stands such as a pacman is able to eat opponent's ghost if power capsules have been consumed. The team with the most score 'food pellets stolen' wins!

List of pages

1. Home and Introduction

2. Design Choices (Offense/Defense)

   2.1 Expectimax and Heuristics

   2.2 Q-learning

   2.3 Monte Carlo Technique

3. Evolution and Experiments

4. Conclusions and Reflections

Team Members

List here the full name, email, and student number for each member of the team:

• Minjin Chou - s3641315@student.rmit.edu.au - 3641315
• Chatchapat Dechathaweewat - s3679216@student.rmit.edu.au - 3679216
• William David Ireland - s3719036@student.rmit.edu.au - 3719036