r/MachineLearning
7/21/2026
![Looking for feedback on my GPU-accelerated Snake AI project [P]](https://preview.redd.it/4k0bf6wgtneh1.gif?width=640&crop=smart&s=7309dc4cdba7df36b615ed9025f212c2b34fd4b0)
Looking for feedback on my GPU-accelerated Snake AI project [P]
Short summary
A developer shares a GPU-accelerated Snake game AI that averages 86/87 points after under 10 hours of training on a free Colab T4 GPU. The system runs 4,096 parallel games on-GPU, combining PPO+GAE with a spatially-preserving CoordConv architecture. The author seeks community feedback on exploration, reward design, and architecture improvements.
- •Snake AI reaches 86/87 avg score in <10h on a free T4 GPU
- •Runs 4,096 parallel games on-GPU with PPO+GAE and CoordConv
- •Author seeks feedback on next steps for improvement
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