Ming-Hao Liu

Finding Kissing Numbers with Game-theoretic Reinforcement Learning

This work recast this problem as a cooperative matrix-completion game, and train a reinforcement learning system, PackingStar, to solve it, providing an early example of AI-driven progress on a Hilbert-calibre problem, showing how reinforcement learning advances mathematical discovery by unlocking more expressive objec...