NeuroEvolution of Augmenting Topologies
GPTKB entity
Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:abbreviation |
gptkb:NEAT
|
| gptkbp:application |
gptkb:game_AI
gptkb:reinforcement_learning robotics |
| gptkbp:feature |
complexification
speciation to protect innovation evolves both neural network weights and topologies uses genetic algorithms |
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning neuroevolution |
| https://www.w3.org/2000/01/rdf-schema#label |
NeuroEvolution of Augmenting Topologies
|
| gptkbp:influencedBy |
gptkb:genetic_algorithms
neural networks |
| gptkbp:introducedIn |
2002
|
| gptkbp:inventedBy |
gptkb:Kenneth_O._Stanley
|
| gptkbp:license |
varies by implementation
|
| gptkbp:notablePublication |
2002
Evolving Neural Networks through Augmenting Topologies |
| gptkbp:openSource |
gptkb:HyperNEAT
gptkb:NEAT-Python gptkb:SharpNEAT |
| gptkbp:supportsAlgorithm |
gptkb:CoDeepNEAT
gptkb:HyperNEAT |
| gptkbp:bfsParent |
gptkb:NEAT
|
| gptkbp:bfsLayer |
8
|