Matchbox AI: Reinforcement Learning Gets a Hands-On Revival!
Research#reinforcement learning📝 Blog|Analyzed: Feb 7, 2026 18:31•
Published: Feb 7, 2026 16:01
•1 min read
•r/MachineLearningAnalysis
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.
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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."