[Sethbling] BigDataFr recommends: MarI/O – Machine Learning for Video Games #machine-learning

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.

Twitter:  @SethBling

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.

Read paper
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

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