Kyoto Institute of Technology · Division of Human Sciences · 准教授

Research keywords遺伝的アルゴリズム・最適化・機械学習・最適化や機械学習による人工知能システム構築法・深層強化学習・進化計算・人工知能・Machine Learning・Optimization・計算知能

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• Classes of Dilemma Problems and Their Multi-Agent Reinforcement Learning Method
• A Method for Improving Learning Effect by Using a Prediction Model and an Optimization Algorithm
• A Method for Development of Collaborative Learning by Using a Neural Network and a Genetic Algorithm
• Swarm reinforcement learning algorithms - Exchange of information among multiple agents

• 組合せ最適化問題に対する遺伝アルゴリズムの適用
• 汎化性能を高めた深層強化学習に基づく組合せ最適化法
• 魚群行動モデルによる創発的現象の解明
• New Methods Based on Paritcle Swarm Optimization

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