output
20202026
most citedGeometry-preserving Lie Group Integrators For Differential Equations On The Manifold Of Symmetric Positive Definite Matrices

1 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2023Show all

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cs.LG2023

Goal Space Abstraction in Hierarchical Reinforcement Learning via Reachability Analysis

Mehdi Zadem, Sergio Mover, Sao Mai Nguyen

Open-ended learning benefits immensely from the use of symbolic methods for goal representation as they offer ways to structure knowledge for efficient and transferable learning. H…

cs.LO2023

A more general categorical framework for congruence of applicative bisimilarity

Tom Hirschowitz, Ambroise Lafont

We prove a general congruence result for bisimilarity in higher-order languages, which generalises previous work to languages specified by a labelled transition system in which pro…

cs.LG2023

Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data

Anthony Frion, Lucas Drumetz, Mauro Dalla Mura +2

Over the last few years, several works have proposed deep learning architectures to learn dynamical systems from observation data with no or little knowledge of the underlying phys…