Snake Solver CS 175: Project in AI
Overview
Our Snake game bot aims solve the classic Snake game with maximum points. Beyond the classic arena with no obstacles and one-fruit-spawning, we also want to train our bot against more challenging conditions.
Source code: https://github.com/kaleidocli/cs175-group10
Possible Challenges
Arena with obstacles and one fruit
(source: plays.org)
Arena with obstacles and multiple fruits
(source: metehando.itch.io)
Arena with two snakes
(source: snake-together)
Tools
- Gymnasium (environment to train the AI)
- stable-baseline3 (implementation of PPO and A2C)