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Intro to NEAT and CPPNs
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Classroom Contents
NeuroEvolution of Augmenting Topologies and Compositional Pattern Producing Networks
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- 1 Intro to NEAT and CPPNs
- 2 Basic ideas behind NEAT
- 3 NEAT genome explained
- 4 Competing conventions problem
- 5 NEAT mutations explained
- 6 NEAT genome mating explained
- 7 Maintaining innovations via speciation
- 8 Explicit fitness sharing
- 9 NEAT on XOR task
- 10 CPPNs and neural automata
- 11 Spatial signal as a chemical gradient abstraction
- 12 Composing functions
- 13 CPPN main idea recap
- 14 Breeding "images" using CPPNs
- 15 CPPNs are highly expressive symmetries, repetition...
- 16 HyperNEAT idea explained
- 17 Outro
