representation-theory 4
[1204.4200] Discrete Dynamical Genetic Programming in XCS
4 weeks ago by Vaguery
"A number of representation schemes have been presented for use within Learning Classifier Systems, ranging from binary encodings to neural networks. This paper presents results from an investigation into using a discrete dynamical system representation within the XCS Learning Classifier System. In particular, asynchronous random Boolean networks are used to represent the traditional condition-action production system rules. It is shown possible to use self-adaptive, open-ended evolution to design an ensemble of such discrete dynamical systems within XCS to solve a number of well-known test problems."
genetic-programming
learning-classifier-systems
representation-theory
design-patterns
boolean-networks
nudge-targets
nice
4 weeks ago by Vaguery
[1108.4220] A Dynamical Systems Approach for Static Evaluation in Go
august 2011 by Vaguery
"In the paper arguments are given why the concept of static evaluation has the potential to be a useful extension to Monte Carlo tree search. A new concept of modeling static evaluation through a dynamical system is introduced and strengths and weaknesses are discussed. The general suitability of this approach is demonstrated."
representation-theory
planning
monte-carlo-models
nudge
algorithms
august 2011 by Vaguery
When is one thing equal to some other thing?
march 2006 by chris_johnsen
A paper that discusses the nature of equality/equivalence by way of category theory.
mathematics
category-theory
representation-theory
equality
equivalence
set-theory
march 2006 by chris_johnsen
Abstract Mathematics, Group Theory, and You || kuro5hin.org
march 2006 by chris_johnsen
An article that points to how the abstract mathematical concepts of group theory and representation theory relate to particle physics.
mathematics
group-theory
representation-theory
category-theory
physics
science
march 2006 by chris_johnsen
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