8 citations · 17 across the 6 of their papers we have counts for
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cs.LG2022★ 3 cited
Explainability in Deep Reinforcement Learning, a Review into Current Methods and Applications
Thomas Hickling, Abdelhafid Zenati, Nabil Aouf +1
The use of Deep Reinforcement Learning (DRL) schemes has increased dramatically since their first introduction in 2015. Though uses in many different applications are being found,…
cs.LG2022★ 3 cited
Robust Adversarial Attacks Detection based on Explainable Deep Reinforcement Learning For UAV Guidance and Planning
Thomas Hickling, Nabil Aouf, Phillippa Spencer
The dangers of adversarial attacks on Uncrewed Aerial Vehicle (UAV) agents operating in public are increasing. Adopting AI-based techniques and, more specifically, Deep Learning (D…