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Nikhil Potu Surya Prakash

2 accepted papers

2024

Contact-Rich SE(3)-Equivariant Robot Manipulation Task Learning via Geometric Impedance Control

RA-L 2024

This letter presents a differential geometric control approach that leverages <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">SE(3)</i> group invariance and equivariance to increase transferability in learning robot manipulation tasks that involve in

Cited by 23SourcecodeScholar
2024

Deep Geometric Potential Functions for Tracking on Manifolds

IROS 2024poster

In this paper, we introduce a novel approach for designing invariant control laws through potential functions for fully actuated dynamical systems evolving on manifolds by leveraging the power of neural networks. The geometry and non-linearity inherent to manifold-based dynamical systems pose challe…

Cited by 3SourceScholar