Search Results for author: Yoriyuki Yamagata

Found 2 papers, 0 papers with code

Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

no code implementations1 May 2018 Takumi Akazaki, Shuang Liu, Yoriyuki Yamagata, Yihai Duan, Jianye Hao

With the rapid development of software and distributed computing, Cyber-Physical Systems (CPS) are widely adopted in many application areas, e. g., smart grid, autonomous automobile.

Distributed Computing reinforcement-learning +1

Anomaly Detection for a Water Treatment System Using Unsupervised Machine Learning

no code implementations15 Sep 2017 Jun Inoue, Yoriyuki Yamagata, Yuqi Chen, Christopher M. Poskitt, Jun Sun

In this paper, we propose and evaluate the application of unsupervised machine learning to anomaly detection for a Cyber-Physical System (CPS).

Anomaly Detection BIG-bench Machine Learning +2

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