snake and LearnSnake

These are competitors—both implement independent AI solutions for the Snake game using different reinforcement learning approaches (one unspecified, one explicitly Q-Learning), targeting the same use case of automated snake gameplay.

snake
60
Established
LearnSnake
36
Emerging
Maintenance 16/25
Adoption 10/25
Maturity 9/25
Community 25/25
Maintenance 0/25
Adoption 8/25
Maturity 9/25
Community 19/25
Stars: 1,757
Forks: 553
Downloads:
Commits (30d): 2
Language: Python
License: MIT
Stars: 67
Forks: 18
Downloads:
Commits (30d): 0
Language: JavaScript
License: MIT
No Package No Dependents
Stale 6m No Package No Dependents

About snake

chynl/snake

Artificial intelligence for the Snake game.

Implements three distinct solver algorithms—Hamilton cycle pathfinding for near-optimal play, greedy heuristic search, and experimental deep Q-learning—evaluated across 1000-episode trials measuring final snake length and step efficiency. Built in Python with Tkinter visualization and includes comprehensive unit tests for algorithm validation.

About LearnSnake

italohdc/LearnSnake

🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)

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