BigDataFr recommends: MarI/O – Machine Learning for Video Games
MarI/O is a program made of neural networks and genetic algorithms that kicks butt at Super Mario World.
Source Code: http://pastebin.com/ZZmSNaHX
[MIT Press Journal] BigDataFr recommends: Evolving Neural Networks through Augmenting Topologies
Abstract
An important question in neuroevolution is how to gain an advantage from evolving neural network topologies along with weights. We present a method, NeuroEvolu-
tion of Augmenting Topologies (NEAT), which outperforms the best fixed-topology method on a challenging benchmark reinforcement learning task. […]
Keywords
Genetic algorithms, neural networks, neuroevolution, network topologies, speciation,
competing conventions.
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By Kenneth O. Stanley & Risto Miikkulainen
Department of Computer Sciences, The University of Texas at Austin, Austin, TX
78712, USA
Source: http://mitpress.mit.edu/journals