DocumentCode
1798143
Title
From here to AGI: A roadmap to the realization of human-level artificial general intelligence
Author
Goertzel, Ben ; Yu, Guanding
Author_Institution
OpenCog Found., Rehoboth, DE, USA
fYear
2014
fDate
6-11 July 2014
Firstpage
1525
Lastpage
1533
Abstract
A practical roadmap to human-level artificial general intelligence is outlined, leading from the current situation in which complex AGI-oriented cognitive architectures remain partially implemented and inadequately tested, to a future in which AGI systems are deployed to carry out a variety of practical tasks currently only achievable via humans. The roadmap involves simultaneous development of proto-AGI applications in a number of different areas: videogame agent control, mobile robotics, genomics, natural language dialogue, theorem proving and program learning. The simultaneous pursuit of diverse application areas using a single AGI architecture is proposed as critical to maintaining generality of intelligence throughout the development process. While acknowledging the profound difficulty of time estimation for a project of this complexity, it is projected that the roadmap outlined could potentially be completed in a decade or less.
Keywords
computational complexity; learning (artificial intelligence); multi-agent systems; AGI architecture; AGI-oriented cognitive architectures; genomics; human-level artificial general intelligence; mobile robotics; natural language dialogue; program learning; proto-AGI applications; theorem proving; time estimation; videogame agent control; Artificial intelligence; Bioinformatics; Computer architecture; Context; Genomics; Robots; Software;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks (IJCNN), 2014 International Joint Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4799-6627-1
Type
conf
DOI
10.1109/IJCNN.2014.6889801
Filename
6889801
Link To Document