Neuro-Evolution Enhancement: Advanced Cross-Over Operator Demonstration 🚀
Discover how the new cross-over operator significantly boosts neuro-evolution performance by effectively combining two GenoTypes. See the improvements in action!
Coma Lab
63 views • Aug 11, 2019
About this video
Demonstration of the cross-over operator between two GenoTypes. This version performs considerably better compared to the previous one due to restrictions for the Mutator.
# Mutator parameters
Anabolic until toplogy is complete. After that only Axion (type F) weights are modified. Catabolic between different topologies.
topology (layers, nodes per layer) : {2x4, 3x4}
axions: {F}
weights (TL and TR): {1}
weights (F): {-1, 1}*[0.5,3]
# Network
phases: {0,2,4,6},
function: "First Ribbon",
# Related Videos:
https://www.youtube.com/watch?v=nqukCAm9l6s
# Music by CO.AG Music:
https://www.youtube.com/channel/UCcavSftXHgxLBWwLDm_bNvA
# Mutator parameters
Anabolic until toplogy is complete. After that only Axion (type F) weights are modified. Catabolic between different topologies.
topology (layers, nodes per layer) : {2x4, 3x4}
axions: {F}
weights (TL and TR): {1}
weights (F): {-1, 1}*[0.5,3]
# Network
phases: {0,2,4,6},
function: "First Ribbon",
# Related Videos:
https://www.youtube.com/watch?v=nqukCAm9l6s
# Music by CO.AG Music:
https://www.youtube.com/channel/UCcavSftXHgxLBWwLDm_bNvA
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Video Information
Views
63
Likes
3
Duration
6:09
Published
Aug 11, 2019
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