Genetic Algorithms

Juergen Schmidhuber's home page - Universal Artificial Intelligence

Articles about universal AI.

Machine Learning in Games

Tutorials, links and other resources.

Multi-parent Recomb. in GA with Search Space Boundary Extension by Mirroring

PDF Discusses a specific type of multi-parent recombination that tries to address a problem that occurs when using center of mass crossover with functions that have the optimum on the edge of the search space.
Categories: Genetic Algorithms

Multi-parent Recomb. with Simplex Crossover in Real Coded Genetic Algorithm

PDF Discusses a method for multi-parent crossover.
Categories: Genetic Algorithms

NERO (Neuro Evolving Robotic Operatives)

Game where the objective is to teach a team of robots in a serie of practice tests and then confront them to a real challenge. Uses real time NeuroEvolution of Augmenting Topologies (rtNEAT).

On the Effect of Multi-parents Recombination in Binary Coded Genetic Algorithms

PDF Discusses the effect of multi-parent crossover and presents 2 types of multi-parent crossover.
Categories: Genetic Algorithms

OpenAI

Open source AI tools.

Programming Neural Networks in Java

Online book about neural networks. Mirror: http://www.heatonresearch.com/articles/series/1/.

PZoings 3D

In Portuguese. Includes a presentation about a project for building artificial life.
Categories: Genetic Algorithms

Research on Neuroevolution Methods

An history and description of the various methods in neuroevolution with links to papers.

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Last update: 2008-10-26
Contact: nunofreitas@gmail.com