luckymouse0 / Snake-RL

Playing Snake game with reinforcement learning, using TensorFlow and Pygame.

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Overview

Snake AI trained on reinforcement learning using a DQN based on pong_RL.

Dependencies

  • TensorFlow
  • OpenCV (cv2)
  • Pygame

Usage

python snaike.py

Training Progress

5000 steps

5000

250000 steps

250000

650000 steps

650000

Credits

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About

Playing Snake game with reinforcement learning, using TensorFlow and Pygame.

License:MIT License


Languages

Language:Python 100.0%