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[{"key": "dc.contributor.advisor", "value": "M\u00f6nk\u00f6l\u00e4, Sanna", "language": null, "element": "contributor", "qualifier": "advisor", "schema": "dc"}, {"key": "dc.contributor.author", "value": "Uimonen, Veli-Kalle", "language": null, "element": "contributor", "qualifier": "author", "schema": "dc"}, {"key": "dc.date.accessioned", "value": "2017-12-20T13:26:31Z", "language": null, "element": "date", "qualifier": "accessioned", "schema": "dc"}, {"key": "dc.date.available", "value": "2017-12-20T13:26:31Z", "language": null, "element": "date", "qualifier": "available", "schema": "dc"}, {"key": "dc.date.issued", "value": "2017", "language": null, "element": "date", "qualifier": "issued", "schema": "dc"}, {"key": "dc.identifier.uri", "value": "https://jyx.jyu.fi/handle/123456789/56465", "language": null, "element": "identifier", "qualifier": "uri", "schema": "dc"}, {"key": "dc.description.abstract", "value": "Tutkielman tarkoituksena on selvitt\u00e4\u00e4, miten pelej\u00e4 voidaan hy\u00f6dynt\u00e4\u00e4 teko\u00e4lyjen kehityksess\u00e4. Tavoitteena l\u00f6yt\u00e4\u00e4 informaatioita siit\u00e4, ett\u00e4 onko pelej\u00e4 pelaavien teko\u00e4lyjen tekniikat ja menetelm\u00e4t hy\u00f6dyllisi\u00e4 siirrytt\u00e4ess\u00e4 reaalimaailman teko\u00e4lysovelluksiin. T\u00e4yden informaation peleiss\u00e4 teko\u00e4lyt ovat jo p\u00e4ihitt\u00e4neet pelien ammattilaiset, mutta ep\u00e4t\u00e4ydellisen informaation pelejen tuomat inhimilliset haasteet, kuten riskianalysointi, reagointi ja vastustajien tunteminen, ovat tuoneet haasteen teko\u00e4lyjen suunnittelussa t\u00e4m\u00e4nkaltaisissa peleiss\u00e4. Pelejen tuoma hy\u00f6ty teko\u00e4lykehityksess\u00e4 on huomattu olevan suuri ja niiden odotetaan auttavan my\u00f6s inhimillisyyden kehitt\u00e4misess\u00e4 teko\u00e4lyille.", "language": "fi", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.abstract", "value": "The goal of this thesis is to find out how games can influence the development of artificial intelligence. The aim is to determine if the methods used in games can inspire changes to real-world applications. In perfect information games the gameplay of artificial intelligence has surpassed professional human players but the challenges of imperfect information games, such as risk analysis, reactions, and knowledge of the opponent, have brought challenges in the development of artificial intelligence in such games. Games have been found out to be a good platform for artificial intelligence development and are expected to help with developing human-like behaviour.", "language": "en", "element": "description", "qualifier": "abstract", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted using Plone Publishing form by Veli-Kalle Uimonen (vemauimo) on 2017-12-20 13:26:30.746949. Form: Kandidaatintutkielma -lomake (https://kirjasto.jyu.fi/julkaisut/julkaisulomakkeet/kandin-tutkielma-lomake). JyX data: [jyx_publishing-allowed (fi) =True]", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Submitted by jyx lomake-julkaisija (jyx-julkaisija.group@korppi.jyu.fi) on 2017-12-20T13:26:31Z\nNo. of bitstreams: 2\nURN:NBN:fi:jyu-201712204821.pdf: 150409 bytes, checksum: d7fba973bb7ef290de6ce18fa2b16735 (MD5)\nlicense.html: 4798 bytes, checksum: f36f68e033d81fbdf52797ad1b18a8bf (MD5)", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.description.provenance", "value": "Made available in DSpace on 2017-12-20T13:26:31Z (GMT). No. of bitstreams: 2\nURN:NBN:fi:jyu-201712204821.pdf: 150409 bytes, checksum: d7fba973bb7ef290de6ce18fa2b16735 (MD5)\nlicense.html: 4798 bytes, checksum: f36f68e033d81fbdf52797ad1b18a8bf (MD5)\n Previous issue date: 2017", "language": "en", "element": "description", "qualifier": "provenance", "schema": "dc"}, {"key": "dc.format.extent", "value": "23", "language": "", "element": "format", "qualifier": "extent", "schema": "dc"}, {"key": "dc.language.iso", "value": "fin", "language": null, "element": "language", "qualifier": "iso", "schema": "dc"}, {"key": "dc.rights", "value": "In Copyright", "language": "en", "element": "rights", "qualifier": null, "schema": "dc"}, {"key": "dc.subject.other", "value": "teko\u00e4ly", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "pelit", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.subject.other", "value": "kehitt\u00e4minen", "language": null, "element": "subject", "qualifier": "other", "schema": "dc"}, {"key": "dc.title", "value": "Teko\u00e4lyn kehitt\u00e4minen hy\u00f6dynt\u00e4en pelej\u00e4", "language": "", "element": "title", "qualifier": null, "schema": "dc"}, {"key": "dc.type", "value": "bachelor thesis", "language": null, "element": "type", "qualifier": null, "schema": "dc"}, {"key": "dc.identifier.urn", "value": "URN:NBN:fi:jyu-201712204821", "language": null, "element": "identifier", "qualifier": "urn", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Kandidaatintutkielma", "language": "fi", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.type.ontasot", "value": "Bachelor's thesis", "language": "en", "element": "type", "qualifier": "ontasot", "schema": "dc"}, {"key": "dc.contributor.faculty", "value": "Informaatioteknologian tiedekunta", "language": "fi", "element": "contributor", "qualifier": "faculty", "schema": "dc"}, {"key": "dc.contributor.department", "value": "Informaatioteknologia", "language": "fi", "element": "contributor", "qualifier": "department", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "University of Jyv\u00e4skyl\u00e4", "language": "en", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.contributor.organization", "value": "Jyv\u00e4skyl\u00e4n yliopisto", "language": "fi", "element": "contributor", "qualifier": "organization", "schema": "dc"}, {"key": "dc.subject.discipline", "value": "Tietotekniikka", "language": "fi", "element": "subject", "qualifier": "discipline", "schema": "dc"}, {"key": "dc.date.updated", "value": "2017-12-20T13:26:31Z", "language": null, "element": "date", "qualifier": "updated", "schema": "dc"}, {"key": "dc.type.coar", "value": "http://purl.org/coar/resource_type/c_7a1f", "language": null, "element": "type", "qualifier": "coar", "schema": "dc"}, {"key": "dc.rights.accesslevel", "value": "openAccess", "language": "fi", "element": "rights", "qualifier": "accesslevel", "schema": "dc"}, {"key": "dc.type.publication", "value": "bachelorThesis", "language": null, "element": "type", "qualifier": "publication", "schema": "dc"}, {"key": "dc.rights.url", "value": "https://rightsstatements.org/page/InC/1.0/", "language": null, "element": "rights", "qualifier": "url", "schema": "dc"}]
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