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ECAL
2005
Springer
14 years 3 months ago
Simulating Artificial Organisms with Qualitative Physiology
In this paper, we describe an approach to artificial life, which uses Qualitative Reasoning for the simulation of life within a 3D virtual environment. This system uses qualitative...
Simon Hartley, Marc Cavazza, Louis Bec, Jean-Luc L...
CEC
2007
IEEE
14 years 4 months ago
Evolving neuromodulatory topologies for reinforcement learning-like problems
— Environments with varying reward contingencies constitute a challenge to many living creatures. In such conditions, animals capable of adaptation and learning derive an advanta...
Andrea Soltoggio, Peter Dürr, Claudio Mattius...
ECAL
1995
Springer
14 years 1 months ago
Evolving Artificial Neural Networks that Develop in Time
Although recently there has been an increasing interest in studing genetically-based development using Artificial Life models, the mapping of the genetic information into the phen...
Stefano Nolfi, Domenico Parisi
ECAL
2005
Springer
14 years 3 months ago
The Genetic Coding Style of Digital Organisms
Recently, all the human genes were identified. But understanding the functions coded in the genes is of course a much harder problem. We are used to view DNA as some sort of a comp...
Philip Gerlee, Torbjörn Lundh
GECCO
2003
Springer
14 years 3 months ago
Multi-objectivity as a Tool for Constructing Hierarchical Complexity
Abstract. This paper presents a novel perspective to the use of multiobjective optimization and in particular evolutionary multi-objective optimization (EMO) as a measure of comple...
Jason Teo, Minh Ha Nguyen, Hussein A. Abbass