The Astrodynamics, space Robotics, and Controls Lab (ARCLab) at @MIT works at the intersection of autonomy, astrodynamics, and controls in space exploration.
Cambridge, MA
Joined October 2018
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Curious about astrodynamics research at @MIT? 🛰️
Follow @AstrodynamicMIT for updates from @MITAeroAstro researchers working on space situational awareness, satellite guidance and navigation, estimation and controls, reinforcement learning, optimal control.
Today Arclab officialy presents BEAVR, an open-source, end-to-end VR teleoperation pipeline for dexterous robots.
While robotics is undeniably an emerging domain for AI, advancing the field requires solutions that resolve the current fragmentation and lack of adaptability. [1/3]
They focused on solving two main problems:
1. 🔓The lack of a well-developed, open-source, accessible teleoperation system that can work out of the box
2. 🦾 No performant end-to-end control, recording, and learning platform for robots that is completely hardware agnostic [2/3]
BEAVR is designed for quick adoption, with continuous support and integration of the latest technologies.
Its core architecture leverages @Meta Quest 3S VR Glasses, @UFACTORY_UF robotic arms, and @LeRobotHF's latest dataset format.
BEAVR's webpage: arclab-mit.github.io/beavr-l… [3/3]
MIT ARCLab retweeted
Announcing the 2nd annual MIT ARCLab Prize for AI Innovation in Space! This year’s challenge from @AstrodynamicMIT: creating an AI model to forecast space weather to help protect critical satellite systems. Join the 1st phase of the challenge on Nov. 15!
ow.ly/zsAK50TZiGG
ALT a view of the Earth from space, capturing the vibrant auroras over the planet. The auroras display a brilliant spectrum of green and subtle hints of red, streaming upwards into the dark of space filled with small, distant stars. The curvature of the Earth is visible, with a faint, glowing line marking the atmospheric boundary. A section of a satellite structure is visible on the bottom right, with metal bars and panels partially illuminated by the aurora's glow.
Last month's geomagnetic storm was the largest in over 20 years! ARCLab researchers analyzed satellite behavior during the storm to better understand how these events impact operations in LEO.
Learn more here: arxiv.org/abs/2406.08617
Congratulations to our soon-to-be ARCLab SM graduates—@SpaceForceDoD Capt Tory Smith and Lt Grant Appel—on submitting their masters theses!
#AdAstra 🎓✨
ARCLab researchers have improved their Monte-Carlo model for studying the long-term evolution of the space environment. The latest version can run new scenarios that predict *millions* of trackable objects over a 200-year period!
Read more here:
arxiv.org/abs/2405.10430
ARCLab made it to the cover of MIT's Corridor newsletter!
Check out the write-up of the lab's work, featuring lab director Prof. Richard Linares, Dr. Miles Lifson, Dr. Thomas González Roberts, and PhD candidate Adriana Mitchell.
giving.mit.edu/planned-givin…
Want to know what it's like to study astrodynamics at @MIT?
Listen in on a public seminar by post-doc Giovanni Lavezzi (who teaches the grad-level astrodynamics class at @MITAeroAstro!) and guests Riccardo Cipollone and Andrea De Vittori from @polimi on Thursday at 11 am ET. 👇
📅 Save the date: May 9, 2024, from 11 am to 12:30
pm ET.
mit.zoom.us/j/98618285675
In addition to Giovanni's contributions, the seminar showcases ongoing research activities by the Surveillance and Proximity operatIons REsearch (SPIRE) team at @polimi. From orbit determination to collision avoidance routines, explore this forefront of space technology!
MIT ARCLab retweeted
My colleague Di Wu is up first, talking about the evolution of the space environment!
CC: @AstrodynamicMIT
MIT ARCLab retweeted
It's Space Week here in Massachusetts! 🔭
There is a *boat load* of events lined up, but there's one I'm most excited about: catch me give a public lecture tomorrow afternoon at 2:30 pm as part of the @MITMuseum's Space Day!
Details here: mitmuseum.mit.edu/programs/s…
Welcome to SpaceTech 2024!
Catch three ARCLab students leading today’s programming: PhD candidates @JuliaBriden and @MacieiraAdriana, and now-Dr. @ThomasGzRoberts. More details in the thread below.
Live webcast starts at 9 am ET here: web.mit.edu/webcast/aeroastr…
Three ARCLab researchers will take the main stage at @MITAeroAstro's SpaceTech 2024 conference next week. You don't want to miss it!
Learn more and register to watch online here:
aeroastro.mit.edu/space-tech…
Now, Adriana is moderating a panel discussion called “From Pixels to Planets: The AI Imaging Frontier.” Tune in to watch live!
Happening in 30 minutes:
@ThomasGzRoberts moderates the “AI for Peace and Security in Space” panel with guests from @ploughshares_ca, @SWFoundation, and @SpaceForceDoD!
Could satellite operators use large language models to control their spacecraft?
As part of an international team, ARCLab researchers developed software to test this idea on the simulated space environment in @KerbalSpaceP.
Read their pre-print here:
arxiv.org/abs/2404.00413
