Haolin Fan

CAtNIPP: Context-Aware Attention-based Network for Informative Path Planning

Informative path planning (IPP) is an NP-hard problem, which aims at planning a path allowing an agent to build an accurate belief about a quantity of interest throughout a given search domain, within constraints on resource budget (e.g., path length for robots with limited battery life). IPP requir…