1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Efficiently Finding Adversarial Examples with DNN Preprocessing
Avriti Chauhan, Mohammad Afzal, Hrishikesh Karmarkar +3
Deep Neural Networks (DNNs) are everywhere, frequently performing a fairly complex task that used to be unimaginable for machines to carry out. In doing so, they do a lot of decisi…
cs.FL2021★ 1 cited
LTL-Based Non-Markovian Inverse Reinforcement Learning
Mohammad Afzal, Sankalp Gambhir, Ashutosh Gupta +3
The successes of reinforcement learning in recent years are underpinned by the characterization of suitable reward functions. However, in settings where such rewards are non-intuit…