Matchbox AI: Reinforcement Learning Gets a Hands-On Revival!
Analysis
This is a fantastic project bringing a classic approach to machine learning to life! The use of matchboxes and beads to implement a [Reinforcement Learning] model for tic-tac-toe provides a unique and accessible way to understand how AI learns. The creator's plan to [Open Source] the project is a wonderful opportunity for others to learn and experiment.
Key Takeaways
Reference / Citation
View Original"I built a physical MENACE, the matchbox-based reinforcement learning model invented by Donald Michie in the 1960s to play tic‑tac‑toe."
R
r/MachineLearningFeb 7, 2026 16:01
* Cited for critical analysis under Article 32.