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» Modeling Sensorimotor Learning with Linear Dynamical Systems
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AAAI
2008
13 years 10 months ago
Exposing Parameters of a Trained Dynamic Model for Interactive Music Creation
As machine learning (ML) systems emerge in end-user applications, learning algorithms and classifiers will need to be robust to an increasingly unpredictable operating environment...
Dan Morris, Ian Simon, Sumit Basu
CDC
2009
IEEE
137views Control Systems» more  CDC 2009»
14 years 12 days ago
Discretization of Linear Fractional Representations of LPV systems
Abstract— Commonly, controllers for Linear ParameterVarying (LPV) systems are designed in continuous-time using a Linear Fractional Representation (LFR) of the plant. However, th...
Roland Tóth, Marco Lovera, Peter S. C. Heub...
IJMTM
2007
147views more  IJMTM 2007»
13 years 7 months ago
Value chain modelling using system dynamics
: We consider a new type of value chain that includes both production and service capabilities for existing product lines and that incorporates new product and service development....
Thomas Speller, Luis Rabelo, Albert Jones
NIPS
2001
13 years 9 months ago
Global Coordination of Local Linear Models
High dimensional data that lies on or near a low dimensional manifold can be described by a collection of local linear models. Such a description, however, does not provide a glob...
Sam T. Roweis, Lawrence K. Saul, Geoffrey E. Hinto...
ECAI
1994
Springer
13 years 11 months ago
Exploiting Causal Domain Knowledge for Learning to Control Dynamic Systems
This paper introduces a simple yete ective method for using causal domain knowledge for learning to control dynamic systems. Elementary qualitative causal dependencies of the domai...
Achim G. Hoffmann