• Corpus ID: 18117757

OpenCog: A Software Framework for Integrative Artificial General Intelligence

@inproceedings{Hart2008OpenCogAS,
  title={OpenCog: A Software Framework for Integrative Artificial General Intelligence},
  author={David Hart and Ben Goertzel},
  booktitle={AGI},
  year={2008}
}
The OpenCog software development framework, for advancement of the development and testing of powerful and responsible integrative AGI, is described. The OpenCog Framework (OCF) 1.0, to be released in 2008 under the GPLv2, is comprised of a collection of portable libraries for OpenCog applications, plus an initial collection of cognitive algorithms that operate within the OpenCog framework. The OCF libraries include a flexible knowledge representation embodied in a scalable knowledge store, a… 
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References

SHOWING 1-5 OF 5 REFERENCES
NOVAMENTE: An Integrative Architecture for Artificial General Intelligence
TLDR
Novamente integrates aspects of many prior AI projects and paradigms, including symbolic, neural-network, evolutionary programming and reinforcement learning approaches; but its overall architecture is unique, drawing on system-theoretic ideas regarding complex mental dynamics and associated emergent patterns.
Toward social mechanisms of android science
Toward Social Mechanisms of Android Science was the first workshop at which researchers from various disciplines joined to discuss the application of very humanlike robots to the study of interaction
The Prehistory of the Mind
Mithen begins his book by first posing and then answering the question, OWhy ask an archaeologist about the human mind?O As he describes, there are many fields of study that can contribute to the
Exploring Android Developmental Psychology in a Simulation World
A research programme oriented toward exploring the development of android cognition in the context of a 3D simulation world is described. The simulation world itself, AGISim, is an open-source
Cognitive Neuroscience. W.W. Norton
  • Cognitive Neuroscience. W.W. Norton
  • 2002