Safe active dynamics learning and control: A sequential exploration–exploitation framework

T Lew, A Sharma, J Harrison, A Bylard… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Safe deployment of autonomous robots in diverse scenarios requires agents that are
capable of efficiently adapting to new environments while satisfying constraints. In this …

A robust observation, planning, and control pipeline for autonomous rendezvous with tumbling targets

K Albee, C Oestreich, C Specht… - Frontiers in Robotics …, 2021 - frontiersin.org
Accumulating space debris edges the space domain ever closer to cascading Kessler
syndrome, a chain reaction of debris generation that could dramatically inhibit the practical …

On-orbit inspection of an unknown, tumbling target using NASA's Astrobee robotic free-flyers

C Oestreich, AT Espinoza, J Todd… - Proceedings of the …, 2021 - openaccess.thecvf.com
Autonomous spacecraft critically depend on on-orbit inspection (ie, relative navigation and
inertial properties estimation) to intercept tumbling debris objects or defunct satellites. This …

Robust semantic mapping and localization on a free-flying robot in microgravity

ID Miller, R Soussan, B Coltin, T Smith… - … on Robotics and …, 2022 - ieeexplore.ieee.org
We propose a system that uses semantic object detections to localize a microgravity free-
flyer. Many applications require absolute localization in a known reference frame, such as …

Online information-aware motion planning with inertial parameter learning for robotic free-flyers

M Ekal, K Albee, B Coltin, R Ventura… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Space free-flyers like the Astrobee robots currently operating aboard the International Space
Station must operate with inherent system uncertainties. Parametric uncertainties like mass …

The ReSWARM microgravity flight experiments: Planning, control, and model estimation for on‐orbit close proximity operations

B Doerr, K Albee, M Ekal, R Ventura… - Journal of Field …, 2024 - Wiley Online Library
On‐orbit close proximity operations involve robotic spacecraft maneuvering and making
decisions for a growing number of mission scenarios demanding autonomy, including on …

Astrobee ISS Free-Flyer Datasets for Space Intra-Vehicular Robot Navigation Research

S Kang, R Soussan, D Lee, B Coltin… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
We present the first annotated benchmark datasets for evaluating free-flyer visual-inertial
localization and mapping algorithms in a zero-g spacecraft interior. The Astrobee free-flying …

[PDF][PDF] Astrobee: Current status and future use as an international research platform

AM Vargas - 1st Central American Aerospace Symposium, 2020 - ntrs.nasa.gov
Steps: 1. GS contacts the Astrobee Facility 2. Strategic phase: defines high-level who, what,
where, and how the GS research will be done 3. Tactical phase: technical planning …

The rattle motion planning algorithm for robust online parametric model improvement with on-orbit validation

K Albee, M Ekal, B Coltin, R Ventura… - IEEE Robotics and …, 2022 - ieeexplore.ieee.org
Certain forms of uncertainty that robotic systems encounter can be explicitly learned within
the context of a known model, like parametric model uncertainties such as mass and …

Simulation framework for mobile robots in planetary-like environments

R Giubilato, A Masili, S Chiodini… - 2020 IEEE 7th …, 2020 - ieeexplore.ieee.org
In this paper we present a simulation framework for the evaluation of the navigation and
localization metrological performances of a robotic platform. The simulator, based on ROS …