
Mark Bilinski
NIWC Pacific
reinforcement learning
computer vision
machine learning
point cloud
uav
localization
3d text recognition
sustainment
drone
multi-agent reinforcement learning
cyber defense
3
presentations
1
number of views
2
citations
SHORT BIO
Mark Bilinski earned his PhD in Mathematics from Georgia Tech in 2008 and has been a scientist at NIWC Pacific since 2012. He has been a leading advocate for 3D scanning technologies improving the way the Navy does installations and maintenance. His work in the Light Distance and Ranging (LiDAR) scanning of ships led to the SECNAV Innovation Award in 2016. Transitioning this capability formed a foundational pillar of the Reverse Engineering, Science and Technology, for Obsolescence, Repair, and Evaluation (RESTORE) Lab, which now leads the Navy in scanning the fleet. Dr. Bilinski and the RESTORE team responded to the two Naval collisions at sea, of the USS Fitzgerald and McCain, capturing and analyzing invaluable data on the condition of the vessels. As the S&T Director for the RESTORE Lab, Dr. Bilinski continues to seek out new capabilities for understanding the as-is condition of ships and was honored with the 2019 ASN RD&A Dr. Deloris M. Etter Top Scientists Award. Through the ONR funded Topside Drone effort, he established NIWC Pacific's use of UAVs for purposes of sustainment -- the topic of this talk.
Presentations

Cooperative Multi-Agent Reinforcement Learning for Cyber Defense
Christianne Izumigawa and 6 other authors

NIWC Pacific, RESTORE Lab: “3D Localizations and Recognition of Text in Shipboard Point Cloud Data Using Corresponding 2D Images via Virtual Camera”
Adrian Mai and 2 other authors

NIWC Pacific, RESTORE Lab: “UAV inspections for sustainment, in the Navy”
Mark Bilinski