By Jordi Bieger, Ben Goertzel, Alexey Potapov
This publication constitutes the refereed complaints of the eighth overseas convention on synthetic basic Intelligence, AGI 2015, held in Berlin, Germany in July 2015. The forty-one papers have been rigorously reviewed and chosen from seventy two submissions. The AGI convention sequence has performed and maintains to play, an important position during this resurgence of study on synthetic intelligence within the deeper, unique experience of the time period of “artificial intelligence”. The meetings motivate interdisciplinary learn in response to varied understandings of intelligence and exploring assorted methods. AGI learn differs from the normal AI learn via stressing at the versatility and wholeness of intelligence and via engaging in the engineering perform in keeping with an summary of a procedure similar to the human brain in a definite sense.
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Extra resources for Artificial General Intelligence: 8th International Conference, AGI 2015, AGI 2015, Berlin, Germany, July 22-25, 2015, Proceedings
This paper describes Scene Based Reasoning (SBR), a cognitive architecture based on the notions of “scene” and “plan”. Scenes represent real-world 3D scenes as well as planner states. Introspection maps internal SBR data-structures into 2D “scene diagrams” for self-modeling and meta-reasoning. On the lowest level, scenes are represented as 3D scene graphs (as in computer gaming), while higher levels use Description Logic to model the relationships between scene objects. A plethora of subsystems implement perception, action, learning and control operations on the level of “plans”, with scenes acting as planner states.
AAAI. 80, 138–142 (1980) 14. : Soar: An architecture for general intelligence. Artificial intelligence 33(1), 1–64 (1987) 15. : An adaptive architecture for physical agents. In: The 2005 IEEE/WIC/ACM International Conference on Web Intelligence, 2005. Proceedings, pp. 18–25. IEEE (2005) 16. : Altering the ICARUS architecture to model social cognition (2013). ppt 17. : A design for the ICARUS architecture. ACM SIGART Bulletin 2(4), 104–109 (1991) 18. : Being no One: The Self-Model Theory of Subjectivity.
Cognitive Foundations of Knowledge: New embodied approaches to understanding human cognition, augmenting the traditional symbol manipulation-based accounts, emphasize the importance of sensorimotor interactions as part of knowledge formation . Thereby, they provide the starting point for a systematic assessment of basic learning signatures in the presence of diﬀerent sensorimotor experiences, leading to recommendations for the development of cognitively-inspired formal frameworks for embodied computation, in particular, for the speciﬁcation of learning mechanisms, analogy, and repair mechanisms.