44 citations · 56 across the 4 of their papers we have counts for
4 papers · 1 filter
Robotic Planning under Uncertainty in Spatiotemporal Environments in Expeditionary Science
Victoria Preston, Genevieve Flaspohler, Anna P. M. Michel +2
In the expeditionary sciences, spatiotemporally varying environments -- hydrothermal plumes, algal blooms, lava flows, or animal migrations -- are ubiquitous. Mobile robots are uni…
Information-Guided Robotic Maximum Seek-and-Sample in Partially Observable Continuous Environments
Genevieve Flaspohler, Victoria Preston, Anna P. M. Michel +2
We present PLUMES, a planner to localizing and collecting samples at the global maximum of an a priori unknown and partially observable continuous environment. The "maximum-seek-an…
Streaming Scene Maps for Co-Robotic Exploration in Bandwidth Limited Environments
Yogesh Girdhar, Levi Cai, Stewart Jamieson +4
This paper proposes a bandwidth tunable technique for real-time probabilistic scene modeling and mapping to enable co-robotic exploration in communication constrained environments…
Near-optimal irrevocable sample selection for periodic data streams with applications to marine robotics
Genevieve Flaspohler, Nicholas Roy, Yogesh Girdhar
We consider the task of monitoring spatiotemporal phenomena in real-time by deploying limited sampling resources at locations of interest irrevocably and without knowledge of futur…