Safebench: A benchmarking platform for safety evaluation of autonomous vehicles

C Xu, W Ding, W Lyu, Z Liu, S Wang… - Advances in …, 2022 - proceedings.neurips.cc
… Comparison with other AD evaluation platforms To accurately posit our SafeBench … AD
evaluation area, we summarize existing platforms developed for autonomous vehicle evaluation

Automated generation of diverse and challenging scenarios for test and evaluation of autonomous vehicles

GE Mullins, PG Stankiewicz… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
… 2) UUV Scenario: In addition to test functions, the search and identification algorithms were
also evaluated on an autonomous vehicle simulation. For the autonomous vehicle we chose …

A comprehensive testing and evaluation approach for autonomous vehicles

G Wang, W Deng, S Zhang, J Wang, S Yang - 2018 - sae.org
… This paper proposes a novel hierarchical and systematic testing and evaluation approach to
evaluation model conforming to the functional architecture of autonomous vehicles was built…

Adaptive generation of challenging scenarios for testing and evaluation of autonomous vehicles

GE Mullins, PG Stankiewicz, RC Hawthorne… - Journal of Systems and …, 2018 - Elsevier
In this paper we propose a new method for generating test scenarios for black-box
autonomous systems that demonstrate critical transitions in performance modes. This method …

Autonomous vehicle evaluation: A comprehensive survey on modeling and simulation approaches

H Alghodhaifi, S Lakshmanan - IEEE Access, 2021 - ieeexplore.ieee.org
… In this paper, we focus on the evaluation of AVs in level 3 to level 5. The term "autonomous
vehicle" is used in this article instead of "automated vehicle." We have chosen to utilize "…

Adversarial evaluation of autonomous vehicles in lane-change scenarios

B Chen, X Chen, Q Wu, L Li - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
… For the evaluation of autonomous vehicles, we prefer to collect diverse local optimums since
they may represent various weaknesses of the tested vehicle. Thus, instead of avoiding the …

Accelerated testing and evaluation of autonomous vehicles via imitation learning

GE Mullins, AG Dress, PG Stankiewicz… - … on Robotics and …, 2018 - ieeexplore.ieee.org
In this paper, we investigate the use of surrogate agents to accelerate test scenario
generation for autonomous vehicles. Our goal is to train the surrogate to replicate the true …

Evaluation of a transportation system employing autonomous vehicles

S Lam, J Taghia, J Katupitiya - Journal of Advanced …, 2016 - Wiley Online Library
… for studying and evaluating autonomous public transportation systems employing a fleet
of autonomous vehicles in an urban setting. Autonomous vehicles can improve performance …

Review and performance evaluation of path tracking controllers of autonomous vehicles

M Rokonuzzaman, N Mohajer… - IET Intelligent …, 2021 - Wiley Online Library
… , we focus on the PTC of Autonomous Ground Vehicles (AGVs), which have limited controllability
due to non-holonomic constraints such as car-like vehicles and differential drive mobile …

Accelerated evaluation of autonomous vehicles in the lane change scenario based on subset simulation technique

S Zhang, H Peng, D Zhao… - 2018 21st International …, 2018 - ieeexplore.ieee.org
… the benefits of the SS method for AV safety evaluation, we consider the cut-in scenario
previously studied in [5]. In this scenario, the leading vehicle is controlled by a human driver (HV) …