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
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;
Conference_Titel :
Neural Networks (IJCNN), 2014 International Joint Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-6627-1
DOI :
10.1109/IJCNN.2014.6889801