Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Winqvist, Rebecka"'
Autor:
Winqvist, Rebecka
Inom reglerteknik har integrationen av maskininlärningsmetoder framträtt som en central strategi för att förbättra prestanda och adaptivitet hos styrsystem. Betydande framsteg har gjorts inom flera viktiga aspekter av reglerkretsen, såsom inlä
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-338827
The contribution of this paper is a generalized formulation of correctional learning using optimal transport, which is about how to optimally transport one mass distribution to another. Correctional learning is a framework developed to enhance the ac
Externí odkaz:
http://arxiv.org/abs/2304.01701
Autor:
Winqvist, Rebecka
Model Predictive Control (MPC) is an optimization-based paradigm forfeedback control. The MPC relies on a dynamical model to make predictionsfor the future values of the controlled variables of the system. It then solvesa constrained optimization pro
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-284323
A classical learning setting typically concerns an agent/student who collects data, or observations, from a system in order to estimate a certain property of interest. Correctional learning is a type of cooperative teacher-student framework where a t
Externí odkaz:
http://arxiv.org/abs/2111.07818
This paper investigates controller identification given data from a Model Predictive Controller (MPC) with constraints. We propose an approach for learning MPC that explicitly uses the gradient information in the training process. This is motivated b
Externí odkaz:
http://arxiv.org/abs/2102.02173
The contribution of this paper is a framework for training and evaluation of Model Predictive Control (MPC) implemented using constrained neural networks. Recent studies have proposed to use neural networks with differentiable convex optimization lay
Externí odkaz:
http://arxiv.org/abs/2005.04112
Autor:
Ekvall, David, Winqvist, Rebecka
In today’s society, Artifical Intelligence (AI) has become one of the most controversial research topics. The Artifical Neural Network (ANN) is a form of AI designed to mimic the human brain and is typically used for pattern recognition. This is es
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-239372
A classical learning setting is one in which a student collects data, or observations, about a system, and estimates a certain quantity of interest about it. Correctional learning is a type of cooperative teacher-student framework where a teacher, wh
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5160b17a756726b8e3f499dad83bc79a
Publikováno v:
IFAC-PapersOnLine; January 2021, Vol. 54 Issue: 7 p7-12, 6p
