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GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
14 years 1 months ago
Bluenome: A Novel Developmental Model of Artificial Morphogenesis
The Bluenome Model of Development is introduced. The Bluenome model is a developmental model of Artificial Morphogenesis, inspired by biological development, instantiating a subset...
Taras Kowaliw, Peter Grogono, Nawwaf N. Kharma
IJON
2007
88views more  IJON 2007»
13 years 7 months ago
On developmental mental architectures
This paper presents a computational theory of developmental mental architectures for artificial and natural systems, motivated by neuroscience. The work is an attempt to approxim...
Juyang Weng
GECCO
2010
Springer
184views Optimization» more  GECCO 2010»
14 years 16 days ago
Transfer learning through indirect encoding
An important goal for the generative and developmental systems (GDS) community is to show that GDS approaches can compete with more mainstream approaches in machine learning (ML)....
Phillip Verbancsics, Kenneth O. Stanley
ICML
2005
IEEE
14 years 8 months ago
Proto-value functions: developmental reinforcement learning
This paper presents a novel framework called proto-reinforcement learning (PRL), based on a mathematical model of a proto-value function: these are task-independent basis function...
Sridhar Mahadevan