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bsystem with a large subsymbolic system, or the creation of a population of small agents each of which is both symbolic and subsymbolic in nature. Nils Nilsson expressed the motivation for hybrid AGI systems very clearly in his article at the AI-50 conference (which celebrated the 50'th anniversary, of the
ts xix 18 Advanced Self-Modification: A Possible Path to Superhuman AGI 317 18.1 Introduction 317 18.2 Cognitive Schema Learning 318 18.3 Self-Modification via Supercompilation 319 18.3.1 Three Aspects of Supercompilation 321 18.3.2 Supercompilation for Goal-Directed Program Modification 322 18.4 Self-Modification
Preschool-K: A Guide to Planning Your Cur- riculum, Teaching Through Learning Centers, and Just About Everything Else. Corwin Press, 1998. Ni109. Nils Nilsson. The physical symbol system hypothesis: Status and prospects. 50 Years of Al, Festschrift, LNAI 4850, 33, 2009. NK04. A. Nestor and B. Kokinov. To
set of cognitive tools, however, is to create better cognitive tools. One form this sort of tool-building may take is cognitive EFTA00624094 18.3 Self-Modification via Supercompilation 319 schema learning the learning of schemata carrying out cognitive processes in more specialized, context-dependent ways than the general MindAge
subsystem with a large subsymbolic system, or the creation of a population of small agents each of which is both symbolic and subsymbolic in nature. Nils Nilsson expressed the motivation for hybrid AGI systems very clearly in his article at the AI-50 conference (which celebrated the 50’th anniversary of the AI
OAWEtIOH, «205 ses emtes Cees ENNOE LE SMES MEME SEMS SERS EME!s dees ems 317 18.2 Cognitive Schema Learning .......... 0.000 e cee eee eens 318 18.3 Self-Modification via Supercompilation ..............0..00 000 cee eee 319 18.3.1 Three Aspects of Supercompilation .............0..00 000022 eee eee ee 321 18.3.2 Supercompilation for Go
en, Preschool-K: A Guide to Planning Your Cur- riculum, Teaching Through Learning Centers, and Just About Everything Else. Corwin Press, 1998. Nilo9. Nils Nilsson. The physical symbol system hypothesis: Status and prospects. 50 Years of AI, Festschrift, LNAI 4850, 33, 2009. NK04. A. Nestor and B. Kokinov. Towar
in this approach the system is thinking about its MindAgents as black boxes rather than being equipped with full knowledge of their internals. 18.3 Self-Modification via Supercompilation Now we turn to a very different form of advanced self-modification: supercompilation. Super- compilation "merely" enables procedures to run much, mu
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