Scalable multirobot planning for informed spatial sampling

S Manjanna, MA Hsieh, G Dudek - Autonomous Robots, 2022 - Springer
This paper presents a distributed scalable multi-robot planning algorithm for informed
sampling of quasistatic spatials fields. We address the problem of efficient data collection …

One-shot informed robotic visual search in the wild

K Koreitem, F Shkurti, T Manderson… - 2020 IEEE/RSJ …, 2020 - ieeexplore.ieee.org
We consider the task of underwater robot navigation for the purpose of collecting
scientifically relevant video data for environmental monitoring. The majority of field robots …

Bioinspired Multipurpose Approach to the Sampling Problem

A Tolstikhin - Computation, 2023 - mdpi.com
Currently, the sampling problem has gained wide popularity in the field of autonomous
mobile agent control due to the wide range of practical and fundamental problems described …

Leveraging Predictive Models for Adaptive Sampling of Spatiotemporal Fluid Processes

S Manjanna, TZ Jiahao, MA Hsieh - arXiv preprint arXiv:2304.00732, 2023 - arxiv.org
Persistent monitoring of a spatiotemporal fluid process requires data sampling and
predictive modeling of the process being monitored. In this paper we present PASST …