From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics

Sai Ganesh Nagarajan, David Balduzzi, Georgios Piliouras

Abstract: Games are an increasingly useful tool for training and testing learning algorithms. Recent examples include GANs, AlphaZero and the AlphaStar league. However, multi-agent learning can be extremely ...