Snake AI: Quantitative Comparison of AI algorithms

Repository for CS7IS2 Artificial Intelligence Group Project

Group Members:

• Chinmay Rane
• Pratush Pandita
• Omkar Padir
• Udisha Chaudhary
• Pratik Pathak

Installing the dependencies

Create a virtual environment using the following command: virtualenv venv

Activate the virtual environment: source venv/bin/activate

Install the dependencies: pip3 install -r requirements.txt

OpenAI Gym environment

Documentation: https://github.com/grantsrb/Gym-Snake

BFS

A* with forward checking

Reinforcement learning

Evaluation

1. Number of steps per food

2. Count of food eaten in 100 test runs