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cs.LG2025
Node Classification and Search on the Rubik's Cube Graph with GNNs
Alessandro Barro
This study focuses on the application of deep geometric models to solve the 3x3x3 Rubik's Cube. We begin by discussing the cube's graph representation and defining distance as the…
cs.LG2023
Pointer Networks with Q-Learning for Combinatorial Optimization
Alessandro Barro
We introduce the Pointer Q-Network (PQN), a hybrid neural architecture that integrates model-free Q-value policy approximation with Pointer Networks (Ptr-Nets) to enhance the optim…