94 citations · 160 across the 4 of their papers we have counts for
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cs.SE2022★ 55 cited
A Search-Based Testing Approach for Deep Reinforcement Learning Agents
Amirhossein Zolfagharian, Manel Abdellatif, Lionel Briand +2
Deep Reinforcement Learning (DRL) algorithms have been increasingly employed during the last decade to solve various decision-making problems such as autonomous driving and robotic…
cs.SE2021★ 94 cited
Black-Box Testing of Deep Neural Networks Through Test Case Diversity
Zohreh Aghababaeyan, Manel Abdellatif, Lionel Briand +2
Deep Neural Networks (DNNs) have been extensively used in many areas including image processing, medical diagnostics, and autonomous driving. However, DNNs can exhibit erroneous be…