21 citations · 42 across the 6 of their papers we have counts for
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cs.RO2021★ 4 cited
Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty
Fabio Arnez, Huascar Espinoza, Ansgar Radermacher +1
Uncertainty quantification methods are required in autonomous systems that include deep learning (DL) components to assess the confidence of their estimations. However, to successf…
cs.RO2021★ 7 cited
Optimized Execution of PDDL Plans using Behavior Trees
Francisco Martín, Matteo Morelli, Huascar Espinoza +2
Robots need task planning to sequence and execute actions toward achieving their goals. On the other hand, Behavior Trees provide a mathematical model for specifying plan execution…