Controlled Rough Paths on Manifolds I
Bruce K. Driver, Jeremy S. Semko

TL;DR
This paper develops a foundational theory of controlled rough paths on manifolds, defining integrals and solving rough differential equations while addressing geometric structures like parallelisms.
Contribution
It introduces equivalent definitions of manifold-valued controlled rough paths and establishes an integration theory independent of additional geometric structures.
Findings
Defined manifold-valued controlled rough paths and their equivalences
Developed an integration theory using parallelisms and proved independence from them
Proved existence and uniqueness of solutions to rough differential equations on manifolds
Abstract
In this paper, we build the foundation for a theory of controlled rough paths on manifolds. A number of natural candidates for the definition of manifold valued controlled rough paths are developed and shown to be equivalent. The theory of controlled rough one-forms along such a controlled path and their resulting integrals are then defined. This general integration theory does require the introduction of an additional geometric structure on the manifold which we refer to as a "parallelism." The transformation properties of the theory under change of parallelisms is explored. Using these transformation properties, it is shown that the integration of a smooth one-form along a manifold valued controlled rough path is in fact well defined independent of any additional geometric structures. We present a theory of push-forwards and show how it is compatible with our integration theory.…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
