%0 Book Section %B Neuro-Symbolic Artificial Intelligence: The State of the Art %D 2022 %T Neural-Symbolic Learning and Reasoning: A Survey and Interpretation %A Tarek R. Besold %A Artur S. d'Avila Garcez %A Sebastian Bader %A Howard Bowman %A Pedro Domingos %A Pascal Hitzler %A Kai-Uwe Kühnberger %A Luís C. Lamb %A Daniel Lowd %A Priscila Machado Vieira Lima %A Leo de Penning %A Gadi Pinkas %A Hoifung Poon %A Gerson Zaverucha %B Neuro-Symbolic Artificial Intelligence: The State of the Art %I IOS Press %C Amsterdam %G eng %0 Conference Paper %B AAAI 2015 Spring Symposium on Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. Technical Report SS-15-03, AAAI Press, Palo Alto %D 2015 %T Neural-Symbolic Learning and Reasoning: Contributions and Challenges %A Artur S. d'Avila Garcez %A Tarek R. Besold %A Luc De Raedt %A Peter Földiak %A Pascal Hitzler %A Thomas Icard %A Kai-Uwe Kühnberger %A Luís C. Lamb %A Riisto Miikkulainen %A Daniel L. Silver %B AAAI 2015 Spring Symposium on Knowledge Representation and Reasoning: Integrating Symbolic and Neural Approaches. Technical Report SS-15-03, AAAI Press, Palo Alto %I AAAI Press %G eng %0 Journal Article %J Dagstuhl Reports %D 2012 %T Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221) %A Dedre Gentner %A Frank van Harmelen %A Pascal Hitzler %A Krzysztof Janowicz %A Kai-Uwe Kühnberger %B Dagstuhl Reports %V 2 %P 93–116 %G eng %U http://dx.doi.org/10.4230/DagRep.2.5.93 %R 10.4230/DagRep.2.5.93 %0 Journal Article %J Künstliche Intelligenz %D 2009 %T Facets of Artificial General Intelligence %A Pascal Hitzler %A Kai-Uwe Kühnberger %X

We argue that time has come for a serious endeavor to work towards artificial general intelligence (AGI). This positive assessment of the very possibility of AGI has partially its roots in the development of new methodological achievements in the AI area, like new learning paradigms and new integration techniques for different methodologies. The article sketches some of these methods as prototypical examples for approaches towards AGI.

%B Künstliche Intelligenz %V 23 %P 58–59 %G eng %U http://www.kuenstliche-intelligenz.de/fileadmin/template/main/archiv/pdf/ki2009-02_page58-59_web_full.pdf %0 Conference Paper %B Second Conference on Artificial General Intelligence, AGI 2009 %D 2009 %T The Importance of Being Neural-Symbolic – A Wilde Position %A Pascal Hitzler %A Kai-Uwe Kühnberger %E Ben Goertzel %E Pascal Hitzler %E Marcus Hutter %X

We argue that Neural-Symbolic Integration is a topic of central importance for the advancement of Artificial General Intelligence.

%B Second Conference on Artificial General Intelligence, AGI 2009 %C Arlington, Virginia, USA %P 208-209 %G eng