Reinforcement Learning for Optimizing ZX-Diagrams: Outperforming Greedy and Simulated Annealing Strategies

A reinforcement learning agent using graph neural networks can significantly outperform greedy and simulated annealing strategies in optimizing the structure of ZX-diagrams.