activity
20212023
most citedClosed-form Continuous-time Neural Models

223 citations · 231 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2023★ 2 cited

Aggressive Aerial Grasping using a Soft Drone with Onboard Perception

Samuel Ubellacker, Aaron Ray, James Bern +2

Contrary to the stunning feats observed in birds of prey, aerial manipulation and grasping with flying robots still lack versatility and agility. Conventional approaches using rigi…

cs.RO2023

Hydra-Multi: Collaborative Online Construction of 3D Scene Graphs with Multi-Robot Teams

Yun Chang, Nathan Hughes, Aaron Ray +1

3D scene graphs have recently emerged as an expressive high-level map representation that describes a 3D environment as a layered graph where nodes represent spatial concepts at mu…

cs.RO2022★ 6 cited

Multi-robot Task Assignment for Aerial Tracking with Viewpoint Constraints

Aaron Ray, Alyssa Pierson, Hai Zhu +2

We address the problem of assigning a team of drones to autonomously capture a set desired shots of a dynamic target in the presence of obstacles. We present a two-stage planning p…

cs.RO2022

Free-Space Ellipsoid Graphs for Multi-Agent Target Monitoring

Aaron Ray, Alyssa Pierson, Daniela Rus

We apply a novel framework for decomposing and reasoning about free space in an environment to a multi-agent persistent monitoring problem. Our decomposition method represents free…

cs.LG2021★ 223 cited

Closed-form Continuous-time Neural Models

Ramin Hasani, Mathias Lechner, Alexander Amini +5

Continuous-time neural processes are performant sequential decision-makers that are built by differential equations (DE). However, their expressive power when they are deployed on…