← Search

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 23Source ↗code ↗Scholar ↗
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 4Source ↗Scholar ↗