asteroidsai
Science Score: 44.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (8.4%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: iambaangkok
- Language: Python
- Default Branch: master
- Size: 131 KB
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
AsteroidsAI
PROJECT LEFT UNFINISHED
I STOPPED DOING THIS
It has taken too long for me to finish. The code was well organized at first but because I'm in a learning process, with time, i didn't know where to put certain methods or how should I encapsulate each class properly. Plus the attempts to get the genetic algorithm working have now turned the code into a pile of spaghetti.
I've decided that ceasing this project is for the better. I've learned a lot. And it's better for me to use those knowledge to build a better project from the ground up.
Thanks to everyone who stayed along with me and my little summer project.
Introduction
So it was 2022's summer break and I was bored. I have decided to start pursueing my goal of becoming a researcher in neural network / deep learning and those stuff. I thought: "hmm...I should try making a neural network project" and there was already a SnakeAI, a TetrisAI so I decided to make this AsteroidsAI.
Specifications
- The project will be written in python3 with pygame library.
- I won't be using keras or tensorflow. This will all be coded from ground up.
- Actions have acceleration and inertia.
- There will be configurable mutation rate.
Running the Project
- Clone this repository
- Run
python ./AsteroidAI.py - The game now has some functionality stripped away from your typical asteriods game in an attempt to make the game simpler for the genetic algorithm, if you wanna play a fuller version, try checking-out older commits.
Controls
- Left Ctrl + N = reset game & neural network
- Left Ctrl + R = reset game
- Left Ctrl + Q = quit simulator
Neurons
- Inputs:
- Distance to closest asteriod in 16 directions
- Outputs:
- Left/A - Rotate counter-clockwise
- Right/D - Rotate clockwise
- Space - Shoot
- Up/W - Thrust forward
Notes
- I'll probably be too lazy and play video games instead.
- Thanks to Greer Viau for inspiring me. I'll probably learn a lot from your SnakeAI project.
Owner
- Name: Baangkok Vanijyananda
- Login: iambaangkok
- Kind: user
- Location: Chiangmai, Thailand
- Twitter: meisbk
- Repositories: 9
- Profile: https://github.com/iambaangkok
computer engineering student, game developer, gamer.
Citation (CITATION.cff)
@misc{Baangkok2022,
author = {Baangkok Vanijyananda},
title = {AsteroidsAI},
year = {2022},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/iambaangkok/AsteroidsAI}},
commit = {d1cd4ff01169f6795c3f52a04c5ffe6c8fa4da0a}
}
GitHub Events
Total
- Push event: 1
Last Year
- Push event: 1