Newton to Einstein: Axiom-Based Discovery via Game Design

Pingchuan Ma, Benjamin Tod Jones, Tsun-Hsuan Wang +4

This position paper argues that machine learning for scientific discovery should shift from inductive pattern recognition to axiom-based reasoning. We propose a game design framewo…