research
∙
05/11/2023
Backpropagation-Free 4D Continuous Ant-Based Neural Topology Search
Continuous Ant-based Topology Search (CANTS) is a previously introduced ...
share
research
∙
04/21/2022
Addressing Tactic Volatility in Self-Adaptive Systems Using Evolved Recurrent Neural Networks and Uncertainty Reduction Tactics
Self-adaptive systems frequently use tactics to perform adaptations. Tac...
research
∙
11/21/2020
Continuous Ant-Based Neural Topology Search
This work introduces a novel, nature-inspired neural architecture search...
research
∙
09/21/2020
An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution
Weight initialization is critical in being able to successfully train ar...
research
∙
06/04/2020
Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation
Transfer learning entails taking an artificial neural network (ANN) that...
research
∙
05/15/2020
Improving Neuroevolution Using Island Extinction and Repopulation
Neuroevolution commonly uses speciation strategies to better explore the...
research
∙
10/10/2017