Since there is no official source code available for Super Mario Bros, [Matthew] used a disassembled version to get started looking for the image data.

The AI then generated inputs in the form of Python code to control Mario. Still, Hao says that the game forced each model to “learn” to plan complex maneuvers and develop gameplay strategies.