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Adam Rutkowski

2 accepted papers

2023

Constraint Manifolds for Robotic Inference and Planning

ICRA 2023poster

We propose a manifold optimization approach for solving constrained inference and planning problems. The approach employs a framework that transforms an arbitrary nonlinear equality constrained optimization problem into an unconstrained manifold optimization problem. The core of the transformation p…

Cited by 3SourceScholar
2022

Efficient Range-Constraint Manifold Optimization with Application to Cooperative Navigation

IROS 2022poster

We present a manifold optimization approach to solve inference and planning problems with range constraints. The core of our approach is the definition of a manifold that represents points or poses with range constraints. We discover that the manifold of range-constrained points is homogeneous under…

Cited by 3SourceScholar