Evolutionary
Functional Learning Networks
- (1) Deep Neuroevolution (CEC 2020, Oral)
Evolving Neural Network through a Reverse Encoding Tree
- (2) EvoluNet for Functional Motifs Learning with Evolutionary Strategy (Computational Biology Workshop at ICML 2018)
Learning Functions in Large Networks requires Modularity and produces Multi-Agent Dynamics
C. H. Huck Yang, Rise Ooi, Tom Hiscock, Victor Eguiluz, Jesper Tegnér
- (3) Controllability, Multiplexing, and Transfer Learning in Networks using Evolutionary Learning, Arxiv, 2018
Rise Ooi, C.-H. Huck Yang, Pin-Yu Chen, Vìctor Eguìluz, Narsis Kiani, Hector Zenil, David Gomez-Cabrero, Jesper Tegnèr