Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning

Jason Piquenot, Maxime Bérar, Pierre Héroux +3

This paper presents Grammar Reinforcement Learning (GRL), a reinforcement learning algorithm that uses Monte Carlo Tree Search (MCTS) and a transformer architecture that models a P…