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]

@inproceedings{AkazakiLYDH18,
  title = {Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning},
  author = {Takumi Akazaki and Shuang Liu and Yoriyuki Yamagata and Yihai Duan and Jianye Hao},
  year = {2018},
  doi = {10.1007/978-3-319-95582-7_27},
  url = {https://doi.org/10.1007/978-3-319-95582-7_27},
  researchr = {https://researchr.org/publication/AkazakiLYDH18},
  cites = {0},
  citedby = {0},
  pages = {456-465},
  booktitle = {Formal Methods - 22nd International Symposium, FM 2018, Held as Part of the Federated Logic Conference, FloC 2018, Oxford, UK, July 15-17, 2018, Proceedings},
  editor = {Klaus Havelund and Jan Peleska 0001 and Bill Roscoe and Erik P. de Vink},
  volume = {10951},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-95582-7},
}