大島浩嗣 (Koji Oshima) - マイポータル

基本情報

Applying reinforcement learning algorithms to ground station selection in satellite-terrestrial optical communication

Keigo Makizoe, Atsuhiro Yumoto, Koji Oshima, Kenji Suzuki, Mikio Hasegawa

Nonlinear Theory and Its Applications, IEICE 2023年
Performance Evaluation of Reinforcement Learning Based Distributed Channel Selection Algorithm in Massive IoT Networks

Daisuke Yamamoto, Honami Furukawa, Aohan Li, Yusuke Ito, Koya Sato, Koji Oshima, So Hasegawa, Yoshito Watanabe, Yozo Shoji, Song-Ju Kim …

IEEE Access 2022年
Online machine learning algorithms to optimize performances of complex wireless communication systems

Koji Oshima, Daisuke Yamamoto, Atsuhiro Yumoto, Song-Ju Kim, Yusuke Ito, Mikio Hasegawa

Mathematical Biosciences and Engineering 19(2) 2056-2094 2021年12月
Efficient wireless network selection by using multi-armed bandit algorithm for mobile terminals

Koji Oshima, Takuma Onishi, Song-Ju Kim, Jing Ma, Mikio Hasegawa

Nonlinear Theory and Its Applications, IEICE 11(1) 68-77 2020年
Autonomous Wireless System Optimization Method based on Cross-layer Modeling using Machine Learning

Koji Oshima, Jing Ma, Mikio Hasegawa

International Conference on Ubiquitous and Future Networks, ICUFN 2019- 239-244 2019年7月1日
Wireless network optimization method based on cognitive cycle using machine learning

Koji Oshima, Takumu Kobayashi, Yuki Taenaka, Kaori Kuroda, Mikio Hasegawa

IEICE Communications Express 7(7) 278-283 2018年