GitHub - linyiLYi/snake-ai: An AI agent that beats the classic game ...
cd [parent folder of the project]/snake-ai/main python . \s nake_game.py After completing the environment configuration, you can run test_cnn.py or test_mlp.py in the main/ folder to test and observe the actual performance of the two intelligent agents at different training stages.
patrickloeber/snake-ai-pytorch - GitHub
In this Python Reinforcement Learning Tutorial series we teach an AI to play Snake! We build everything from scratch using Pygame and PyTorch. The tutorial consists of 4 parts: You can find all tutorials on my channel: Playlist. Part 1: I'll show you the project and teach you some basics about Reinforcement Learning and Deep Q Learning.
chuyangliu/snake: Artificial intelligence for the Snake game. - GitHub
The snake's goal is to eat the food continuously and fill the map with its bodies as soon as possible. Originally, the project was written in C++ . It has now been rewritten in Python for a user-friendly GUI and the simplicity in algorithm implementations.
snake-ai · GitHub Topics · GitHub
Jun 18, 2024 · AI-powered Snake game in Python, demonstrating various search algorithms (A*, BFS, DFS, Greedy, Online ...
GitHub - dhillyon/snake-ai: The classic game "Snake" is played by …
The snake moves one cell in the direction indicated by the snake_dir vector. About The classic game "Snake" is played by an AI agent, implemented using Dijkstra's path-finding algorithm.
GitHub - greerviau/SnakeAI: Train a Neural Network to play Snake …
There is the possibility however that a snake may evolve a strategy where it loops in a certain pattern and never dies. Even though having a high score is prioritized more, if a snake can stay alive forever then that is a clear problem. To avoid this each snake is giving 200 starting moves at the beginning of its life.
Snake AI - GitHub
The A* pathfinding algorithm was used to find the longest possible path between the snake's head and snake's tail. The apple is always on this path and it is eaten as the snake travels on this path. The snake is also never trapped as the snake's body leaves a way out for the snake's head. This program usually takes 1 hour to run.
Hawstein/snake-ai: a snake AI written in python - GitHub
a snake AI written in python. Contribute to Hawstein/snake-ai development by creating an account on GitHub.
tylorvan/Snake-AI: A snake game AI written in c/c++. - GitHub
Snake.decideNext(): compute the next move direction D of the snake S1. Compute the shortest path P1 from the snake S1's head to food. Move a virtual snake S2(the same as S1) to eat the food along path P1. Compute the longest path P2 from the snake S2's head to its tail. If P2 exists, let D be the first direction in path P1. Otherwise go to step 4.
Snake AI with Deep Q-Learning - GitHub
🐍 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.