Neuroevolution of Augmenting Topologies (NEAT)
GPTKB entity
Statements (26)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
gptkb:game_AI
control systems robotics |
| gptkbp:citation |
highly cited
|
| gptkbp:developer |
gptkb:Kenneth_O._Stanley
|
| gptkbp:feature |
speciation
complexification evolves both weights and topologies uses genetic algorithms historical markings |
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning neuroevolution |
| https://www.w3.org/2000/01/rdf-schema#label |
Neuroevolution of Augmenting Topologies (NEAT)
|
| gptkbp:introducedIn |
2002
|
| gptkbp:notableFor |
gptkb:NEAT-Python
gptkb:SharpNEAT PyNEAT |
| gptkbp:notablePublication |
Evolving Neural Networks through Augmenting Topologies
|
| gptkbp:openSource |
yes
|
| gptkbp:purpose |
evolving artificial neural networks
|
| gptkbp:supportsAlgorithm |
gptkb:CoDeepNEAT
gptkb:HyperNEAT |
| gptkbp:bfsParent |
gptkb:Michael_K._Stanley
|
| gptkbp:bfsLayer |
6
|