Concerning the emergence of tag-mediated lookahead in classifier systems
dc.contributor.author | Holland, John Henry | en_US |
dc.date.accessioned | 2006-04-10T13:42:28Z | |
dc.date.available | 2006-04-10T13:42:28Z | |
dc.date.issued | 1990-06 | en_US |
dc.identifier.citation | Holland, John H. (1990/06)."Concerning the emergence of tag-mediated lookahead in classifier systems." Physica D: Nonlinear Phenomena 42(1-3): 188-201. <http://hdl.handle.net/2027.42/28531> | en_US |
dc.identifier.uri | http://www.sciencedirect.com/science/article/B6TVK-46G4VN3-G/2/267dd62871ebeb7fdde98345a4c6c509 | en_US |
dc.identifier.uri | https://hdl.handle.net/2027.42/28531 | |
dc.description.abstract | This paper, after a general introduction to the area, discusses the architecture and learning algorithms that permit automatic parallel, distributed lookahead to emerge in classifier systems. Simple additions to a "standard" classifier system suffice, principally a new register called the virtual strength register, and a provision to use the bucket brigade credit assignment algorithm in "virtual" mode to modify values in this register. With these additions, current actions are decided on the basis of the expected values associated with the "lookahead cones" of possible alternatives. | en_US |
dc.format.extent | 1048380 bytes | |
dc.format.extent | 3118 bytes | |
dc.format.mimetype | application/pdf | |
dc.format.mimetype | text/plain | |
dc.language.iso | en_US | |
dc.publisher | Elsevier | en_US |
dc.title | Concerning the emergence of tag-mediated lookahead in classifier systems | en_US |
dc.type | Article | en_US |
dc.rights.robots | IndexNoFollow | en_US |
dc.subject.hlbsecondlevel | Physics | en_US |
dc.subject.hlbsecondlevel | Mathematics | en_US |
dc.subject.hlbtoplevel | Science | en_US |
dc.description.peerreviewed | Peer Reviewed | en_US |
dc.contributor.affiliationum | Computer Science and Engineering, Psychology, The University of Michigan, Ann Arbor, MI 48109, USA | en_US |
dc.description.bitstreamurl | http://deepblue.lib.umich.edu/bitstream/2027.42/28531/1/0000328.pdf | en_US |
dc.identifier.doi | http://dx.doi.org/10.1016/0167-2789(90)90073-X | en_US |
dc.identifier.source | Physica D: Nonlinear Phenomena | en_US |
dc.owningcollname | Interdisciplinary and Peer-Reviewed |
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