Neuroevolution - Falmouth-Games-Academy/comp250-wiki GitHub Wiki

Overview

Evolution of,
The machine and the mind will,
Uplift or destroy

Neuroevolution is a way of artificially simulating biological neural networks and artificial intelligence through the use of evolutionary algorithms such as NEAT and machine learning.[3][4]

Neuroevolution is most commonly used for creating AI that simulates artificial life, evolutionary robotics such as autonomous cars and robots that can learn by interacting with their environment and AI that plays games.[2]

References

[1] G. N. Yannakakis and J. Togelius, "Artificial Intelligence and Games". Springer, 2018.
[2] "MarI/O - Machine Learning for Video Games", YouTube, 2019. [Online]. Available: https://www.youtube.com/watch?v=qv6UVOQ0F44. [Accessed: 15- Feb- 2019].
[3] "How Machines Learn", YouTube, 2019. [Online]. Available: https://www.youtube.com/watch?v=R9OHn5ZF4Uo. [Accessed: 15- Feb- 2019].
[4] K. Stanley and R. Miikkulainen, "Evolving Neural Networks through Augmenting Topologies", Evolutionary Computation, vol. 10, no. 2, pp. 99-127, 2002. Available: 10.1162/106365602320169811 [Accessed 15 February 2019]