[3M06-10] Machine Learning

[3M07] Fuel Loading Pattern Optimization with Deep Learning and Monte Carlo Tree Search

*Rikuto Kasama¹, Akio Yamamoto¹, Tomohiro Endo¹ (1. Nagoya Univ.)

Keywords:Fuel loading pattern, Optimization, Deep learning, Monte Carlo tree search

Inspired by recent breakthroughs in AI for games, we propose a new approach based on deep learning and Monte Carlo tree search to solve the fuel loading pattern optimization problem. The method demonstrates the applicability of deep learning and Monte Carlo tree search to the optimization problem.