3 papers
cs.RO2025
Quadrotor Navigation using Reinforcement Learning with Privileged Information
Jonathan Lee, Abhishek Rathod, Kshitij Goel +2
This paper presents a reinforcement learning-based quadrotor navigation method that leverages efficient differentiable simulation, novel loss functions, and privileged information…
cs.RO2024
Rapid Quadrotor Navigation in Diverse Environments using an Onboard Depth Camera
Jonathan Lee, Abhishek Rathod, Kshitij Goel +2
Search and rescue environments exhibit challenging 3D geometry (e.g., confined spaces, rubble, and breakdown), which necessitates agile and maneuverable aerial robotic systems. Bec…
cs.RO2024
Decentralized Uncertainty-Aware Active Search with a Team of Aerial Robots
Wennie Tabib, John Stecklein, Caleb McDowell +15
Rapid search and rescue is critical to maximizing survival rates following natural disasters. However, these efforts are challenged by the need to search large disaster zones, lack…