Nature Communications (Feb 2021)

Intelligent driving intelligence test for autonomous vehicles with naturalistic and adversarial environment

  • Shuo Feng,
  • Xintao Yan,
  • Haowei Sun,
  • Yiheng Feng,
  • Henry X. Liu

DOI
https://doi.org/10.1038/s41467-021-21007-8
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 14

Abstract

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Tests for autonomous vehicles are usually made in the naturalistic driving environment where safety-critical scenarios are rare. Feng et al. propose a testing approach combining naturalistic and adversarial environment which allows to accelerate testing process and detect dangerous driving events.