原田 拓

Reward Design Using Large Language Models for Natural Language Explanation of Reinforcement Learning Agent Actions 

IEEJ Transactions on Electrical and Electronic Engineering 20(8) 2025年3月  査読有り

Optimizing Job Shop Scheduling with Deep Q-Network for Robust Performance 

2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems 2024年11月  査読有り

Application of Deep Reinforcement Learning to Stock Trading Considering the Trading Period 

2024 63rd Annual Conference of the Society of Instrument and Control Engineers of Japan 17-22 2024年8月  査読有り

Application of Deep Reinforcement Learning to Decentralized Control of Traffic Signals Considering Fairness in a Road Traffic Network Including Intersections Without Traffic Signals 

Proceedings of the 10th IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization 69-74 2024年3月  査読有り

Application of a Learning Classifier System for Explaining Survival Prediction Results for Breast Cancer Data 

Proceedings of the 10th IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization 416-421 2024年3月  査読有り

A Proposal of a Method to Determine the Appropriate Learning Period in Stock Price Prediction Using Machine Learning 

IEEJ Transactions on Electrical and Electronic Engineering 19(5) 726-732 2024年2月  査読有り

Analysis of the Relationship among Recruitment Evaluations and Personality Impressions using Video Interviews 

Total Quality Science 9(1) 53-61 2023年10月  査読有り

Learning Thresholds to Select Cooperative Partners by Applying Deep Reinforcement Learning in Distributed Traffic Signal Control 

Proceedings of 38th International Conference on Computers and Their Applications 56-65 2023年3月  査読有り

Distributed Traffic Signal Control with Fairness Using Deep Reinforcement Learning 

Proceedings of the SICE International Symposium on Control Systems 2023 2023年3月  査読有り

Analysis of the Relationship between Recruitment Evaluations and Personality Impressions Based on Video Interviews 

Proceedings of the 20th Asian Network for Quality Congress 2022 Beijing 866-874 2022年10月  査読有り

Proposal for selecting a cooperation partner in distributed control of traffic signals using deep reinforcement learning 

Proceedings of the 8th IIAE International Conference on Intelligent Systems and Image Processing 2021 2021年9月  査読有り

Analysis of candidates’ features during video recruitment interviews conducted by companies. 

Proceedings of the 18th Asian Network for Quality Congress 18 713-721 2020年10月  査読有り

Distributed Deep Reinforcement Learning Method Using Profit Sharing for Learning Acceleration 

IEEJ Transactions on Electrical and Electronic Engineering 15(8) 1188-1196 2020年8月  査読有り

Recurrent Neural Network Based Stock Price Prediction Using Multiple Stock Brands 

International Journal of Innovative Computing, Information and Control 16(3) 1093-1099 2020年6月  査読有り

Simulated annealing based simulation method for minimizing electricity cost considering production line scheduling including injection molding machines 

Journal of Advanced Mechanical Design Systems and Manufacturing 14(4) 1-15 2020年4月  査読有り

Hybrid Model of Metric Learning and Semi-Supervised Anomaly Detection for Phonocardiogram 

Proceedings of The 20th International Symposium on Advanced Intelligent Systems and 2019 International Conference on Biometrics and Kansei Engineering 137-145 2019年12月  査読有り

Recruitment assistance method using video interview 

Proceedings of the 17th Congress of the Asian Network for Quality 2019年10月  査読有り