Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning

Takumi Akazaki, Shuang Liu, Yoriyuki Yamagata, Yihai Duan, Jianye Hao. Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning. In Klaus Havelund, Jan Peleska 0001, Bill Roscoe, Erik P. de Vink, editors, Formal Methods - 22nd International Symposium, FM 2018, Held as Part of the Federated Logic Conference, FloC 2018, Oxford, UK, July 15-17, 2018, Proceedings. Volume 10951 of Lecture Notes in Computer Science, pages 456-465, Springer, 2018. [doi]

Authors

Takumi Akazaki

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Shuang Liu

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Yoriyuki Yamagata

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Yihai Duan

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Jianye Hao

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