Auto-tuned Iterative Closest Point \(AICP\) is a module for laser-based localization and mapping \(Nobili et al., ICRA 2017\). The implementation of AICP includes a module for localization failure prediction \(Nobili et al., ICRA 2018\).
The registration strategy is based on the *libpointmatcher* framework \(Pomerleau et al., AR 2012\).
[](https://youtu.be/9XMpm4VTBxU)