Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning

Ritchie Lee, Ole J. Mengshoel, Anshu Saksena, Ryan W. Gardner, Daniel Genin, Joshua Silbermann, Michael P. Owen, Mykel J. Kochenderfer. Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning. J. Artif. Intell. Res. (JAIR), 69:1165-1201, 2020. [doi]

@article{LeeMSGGSOK20,
  title = {Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning},
  author = {Ritchie Lee and Ole J. Mengshoel and Anshu Saksena and Ryan W. Gardner and Daniel Genin and Joshua Silbermann and Michael P. Owen and Mykel J. Kochenderfer},
  year = {2020},
  doi = {10.1613/jair.1.12190},
  url = {https://doi.org/10.1613/jair.1.12190},
  researchr = {https://researchr.org/publication/LeeMSGGSOK20},
  cites = {0},
  citedby = {0},
  journal = {J. Artif. Intell. Res. (JAIR)},
  volume = {69},
  pages = {1165-1201},
}