The 2021 Conference on Artificial Life 2021
DOI: 10.1162/isal_a_00457
|View full text |Cite
|
Sign up to set email alerts
|

Using MAP-Elites to direct the evolution of desired neural characteristics

Abstract: Artificial cognitive systems (e.g., artificial neural networks) have taken an ever more present role in the modern world, providing enhancements to everyday life in our cars, in our phones, and on the internet. In order to produce systems more capable of achieving their designated tasks, previous work has sought to direct the evolution of networks using a process referred to as R-augmentation. This process selects for the maximisation of an information-theoretic measure of the agent's stored understanding of t… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Publication Types

Select...

Relationship

0
0

Authors

Journals

citations
Cited by 0 publications
references
References 15 publications
0
0
0
Order By: Relevance

No citations

Set email alert for when this publication receives citations?