What does neuroevolution mean?
Definitions for neuroevolution
neu·roevo·lu·tion
This dictionary definitions page includes all the possible meanings, example usage and translations of the word neuroevolution.
Wiktionary
neuroevolutionnoun
The class of methods for training artificial neural networks with genetic algorithms.
Etymology: neuro- + evolution
Wikipedia
Neuroevolution
Neuroevolution, or neuro-evolution, is a form of artificial intelligence that uses evolutionary algorithms to generate artificial neural networks (ANN), parameters, and rules. It is most commonly applied in artificial life, general game playing and evolutionary robotics. The main benefit is that neuroevolution can be applied more widely than supervised learning algorithms, which require a syllabus of correct input-output pairs. In contrast, neuroevolution requires only a measure of a network's performance at a task. For example, the outcome of a game (i.e. whether one player won or lost) can be easily measured without providing labeled examples of desired strategies. Neuroevolution is commonly used as part of the reinforcement learning paradigm, and it can be contrasted with conventional deep learning techniques that use gradient descent on a neural network with a fixed topology.
Wikidata
Neuroevolution
Neuroevolution, or neuro-evolution, is a form of machine learning that uses evolutionary algorithms to train artificial neural networks. It is useful for applications such as games and robot motor control, where it is easy to measure a network's performance at a task but difficult or impossible to create a syllabus of correct input-output pairs for use with a supervised learning algorithm. In the classification scheme for neural network learning these methods usually belong in the reinforcement learning category.
Numerology
Chaldean Numerology
The numerical value of neuroevolution in Chaldean Numerology is: 6
Pythagorean Numerology
The numerical value of neuroevolution in Pythagorean Numerology is: 8
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"neuroevolution." Definitions.net. STANDS4 LLC, 2024. Web. 12 Dec. 2024. <https://www.definitions.net/definition/neuroevolution>.
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