Research
I work on operations research, optimization, and machine learning — building algorithms that let complex systems make good decisions on their own. Most of the applications come from inventory, manufacturing, and supply chain management, where the environment is uncertain and the decision has to be made anyway.
Funded Projects
JSPS KAKENHI
深層強化学習を用いた在庫管理のための説明可能な意思決定支援システム
Developing explainable decision support systems for inventory management using deep reinforcement learning
JSPS KAKENHI
動的モデル構成基盤によるサプライチェーンを対象としたデータ駆動最適化基盤の構築
Development of Data-Driven Optimization Fundamentals for Supply Chains Using Dynamic Model Construction Platform