Model-based exploration of the frontier of behaviours for deep learning system testing
Author:
Affiliation:
1. USI Lugano, Switzerland
Funder
European Research Council - Advanced Grant (ERC-AdG)
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3368089.3409730
Reference52 articles.
1. Testing advanced driver assistance systems using multi-objective search and neural networks
2. Testing vision-based control systems using learnable evolutionary algorithms
3. Testing autonomous cars for feature interaction failures using many-objective search
4. A recursive evaluation algorithm for a class of Catmull-Rom splines
5. BeamNG GmbH. [n.d.]. BeamNG.research. https://www.beamng.gmbh/research BeamNG GmbH. [n.d.]. BeamNG.research. https://www.beamng.gmbh/research
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