machine learningdeep learning
Teaching an AI to Drive: Building Self-Driving Planners with MLPs, Transformers, and CNNs
I built three neural networks that learn to drive a go-kart from scratch — no rules, no GPS, just pixels and math. Here is what each architecture taught me and why the CNN won.
March 22, 2026·10 min read