Completed
Intro to NEAT and CPPNs
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
NeuroEvolution of Augmenting Topologies and Compositional Pattern Producing Networks
Automatically move to the next video in the Classroom when playback concludes
- 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
