Search Results - "Piquenot, Jason"

Graph node matching for edit distance by Moscatelli, Aldo, Piquenot, Jason, Bérar, Maxime, Héroux, Pierre, Adam, Sébastien

“…Graphs are commonly used to model interactions between elements of a set, but computing the Graph Edit Distance between two graphs is an NP-complete problem…”
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Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning by Piquenot, Jason, Bérar, Maxime, Héroux, Pierre, Ramel, Jean-Yves, Raveaux, Romain, Adam, Sébastien

“…This paper presents Grammar Reinforcement Learning (GRL), a reinforcement learning algorithm that uses Monte Carlo Tree Search (MCTS) and a transformer…”
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Technical report: Graph Neural Networks go Grammatical by Piquenot, Jason, Moscatelli, Aldo, Bérar, Maxime, Héroux, Pierre, raveaux, Romain, Ramel, Jean-Yves, Adam, Sébastien

“…This paper introduces a framework for formally establishing a connection between a portion of an algebraic language and a Graph Neural Network (GNN). The…”
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