snake-on-pygame and snake-ai
About snake-on-pygame
voaneves/snake-on-pygame
Snake game implemented in Pygame that can be controlled by human input and AI agents (DQN). Who's best? :snake: :robot:
This project offers a version of the classic Snake game that can be played by humans or controlled by an artificial intelligence (AI) agent. You input your moves directly, or an AI agent processes game states (like snake and food positions) to make its own moves. It's designed for anyone interested in playing the Snake game or observing how AI (specifically Deep Q-Networks) learns to play.
About snake-ai
Anroshka/snake-ai
🐍 A Snake game AI that learns to play through Deep Q-Learning. Built with PyTorch and Pygame, featuring CUDA acceleration and real-time visualization of the learning process.
This project helps machine learning engineers and researchers explore and visualize deep reinforcement learning concepts by training AI agents to play the classic Snake game. It takes in game state information and outputs trained AI models that can play Snake intelligently, along with real-time visualizations of the learning process. This is ideal for those learning about or experimenting with Deep Q-Learning.
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