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Ajay Shankar

6 accepted papers

2025

D4orm: Multi-Robot Trajectories with Dynamics-aware Diffusion Denoised Deformations

IROS 2025

This work presents an optimization method for generating kinodynamically feasible and collision-free multi-robot trajectories that exploits an incremental denoising scheme in diffusion models. Our key insight is that high-quality trajectories can be discovered merely by denoising noisy trajectories

Cited by 2SourceScholar
2024

SO(2)-Equivariant Downwash Models for Close Proximity Flight

RA-L 2024

Multirotors flying in close proximity induce aerodynamic wake effects on each other through propeller downwash. Conventional methods have fallen short of providing adequate 3D force-based models that can be incorporated into robust control paradigms for deploying dense formations. Thus, <italic xmln

Cited by 13SourceScholar