17 citations · 17 across the 3 of their papers we have counts for
3 papers
astro-ph.IM2023★ 17 cited
Onboard Science Instrument Autonomy for the Detection of Microscopy Biosignatures on the Ocean Worlds Life Surveyor
Mark Wronkiewicz, Jake Lee, Lukas Mandrake +10
The quest to find extraterrestrial life is a critical scientific endeavor with civilization-level implications. Icy moons in our solar system are promising targets for exploration…
cs.LG2021
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances
Kiri Wagstaff, Steven Lu, Emily Dunkel +8
The NASA Planetary Data System hosts millions of images acquired from the planet Mars. To help users quickly find images of interest, we have developed and deployed content-based c…
cs.LG2018
Discrete linear-complexity reinforcement learning in continuous action spaces for Q-learning algorithms
Peyman Tavallali, Gary B. Doran, Lukas Mandrake
In this article, we sketch an algorithm that extends the Q-learning algorithms to the continuous action space domain. Our method is based on the discretization of the action space.…