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cs.LG2023★ 1 cited
gRoMA: a Tool for Measuring the Global Robustness of Deep Neural Networks
Natan Levy, Raz Yerushalmi, Guy Katz
Deep neural networks (DNNs) are at the forefront of cutting-edge technology, and have been achieving remarkable performance in a variety of complex tasks. Nevertheless, their integ…
cs.LG2022
Scenario-Assisted Deep Reinforcement Learning
Raz Yerushalmi, Guy Amir, Achiya Elyasaf +3
Deep reinforcement learning has proven remarkably useful in training agents from unstructured data. However, the opacity of the produced agents makes it difficult to ensure that th…