snake and snake-reinforcement-learning

snake

Established

snake-reinforcement-learning

Experimental

Maintenance 13/25

Adoption 10/25

Maturity 16/25

Community 25/25

Maintenance 0/25

Adoption 7/25

Maturity 8/25

Community 10/25

Stars: 1,757

Forks: 553

Downloads: —

Commits (30d): 2

Language: Python

License: MIT

Stars: 41

Forks: 4

Downloads: —

Commits (30d): 0

Language: Python

License: —

No Package No Dependents

No License Stale 6m No Package No Dependents

About snake

chynl/snake

Artificial intelligence for the Snake game.

This project develops and evaluates different AI strategies for the classic Snake game. It takes in game parameters and an AI algorithm, then outputs metrics like the snake's average length and number of steps taken. This is for game developers, AI researchers, or enthusiasts interested in comparing and understanding game-playing AI.

game-development artificial-intelligence game-design algorithm-evaluation game-AI

About snake-reinforcement-learning

pawel-kieliszczyk/snake-reinforcement-learning

AI (A2C agent) mastering the game of Snake with TensorFlow 2.0

This project helps AI researchers and students train an AI agent to master the classic game of Snake. By applying reinforcement learning, specifically a distributed A2C algorithm, it takes raw pixel data from the game as input and outputs a highly skilled AI that can achieve maximum scores. It's designed for anyone exploring or implementing reinforcement learning techniques.

reinforcement-learning AI-training game-AI deep-learning-examples agent-training

Related comparisons

snake and snakeia snake and DRL4SnakeGame snake and snake_pathfinding_ai snake and LearnSnake snake and Serpinco_ snake and snake-reinforcement-learning

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