MsPacBot, a test in Genetic Algorithm hyperparameters and the effect they have on learning.

This is the repo for PacBot. PacBot is a system of training agents to play the game "Ms. PacMan", released for the Atari 2600 in 1982. The game is interfaced with via the Arcade Learning Environment.

Installation

To install, either call pip install . or pip install -r requirements.txt

To install dev dependencies (for running tests), call pip install -e ".[dev]", or pip install -r requirements.txt dev-requirements.txt

TODOs

• Train for longer
• Play around with different types of functions in genetic algos