Improved Monte Carlo tree search formulation with multiple root nodes for discrete sizing optimization of truss structures

Fu-Yao Ko, Katsuyuki Suzuki, Kazuo Yonekura

This paper proposes a novel reinforcement learning (RL) algorithm using improved Monte Carlo tree search (IMCTS) formulation for discrete optimum design of truss structures. IMCTS…