Incamake
Voyager numukozi wa 2023 LLM ikoreshwa na Minecraft yigenga, ikomeza kwiga yandika ubuhanga bwimyandikire ikoreshwa kandi ikabikwa mubitabo bikura. Yerekanye ko umukozi ashobora gukora ifunguye-ryuzuye, ubuzima bwe bwose nta kuvugurura gahoro gahoro, gusa mukusanya no gukoresha gahunda.
Abakozi ba Voyager na Skill-Library ni ibikoresho byubaka tekinike bigira ingaruka kumiterere yicyitegererezo, igiciro cyibikorwa remezo, ubukererwe, no kwizerwa mubipimo.
Kwibira cyane
Yubatswe na NVIDIA, Caltech, nabafatanyabikorwa (Wang et al.), Voyager ikoresha GPT-4 nkubwonko bwayo kandi ifata ubuhanga nka code ya JavaScript ikoreshwa igenzura bote ya Minecraft. Ikoresha ibice bitatu byuzuzanya: integanyanyigisho yikora itanga intego zikomeye zo gukora ubushakashatsi, uburyo bwihutirwa bwo kwandika bwandika kode, ikayikoresha mumikino, igasoma amakosa nibitekerezo byibidukikije, hamwe no kwikemurira ibibazo kugeza ubuhanga bukora, hamwe nibitabo byubuhanga aho buri buhanga bwagenzuwe bubikwa kandi bukerekanwa nururimi rusanzwe rushyizwemo. Kuberako ubuhanga bushya bugizwe nububiko bwabitswe mbere, ubushobozi bwimbaraga mugihe. Voyager yabonye ibintu byinshi bidasanzwe, akora urugendo rurerure, kandi afungura tekinoroji yibiti-ibiti byihuse kuruta abakozi babanjirije, kandi ubuhanga bwize bwimuriwe mu isi nshya.
Ubushishozi
Voyager yiga-imiterere, ntabwo ihindura uburemere bwikitegererezo. Ubuhanga ni kode yemewe; ikizwa hamwe no gushyiramo ibisobanuro byayo kugirango mugihe havutse umurimo mushya, ubuhanga bujyanye nibisobanuro bigarurwa kandi bigatangwa nkibice byubaka. Kwiyubaka-kwizamura ni: kubyara code, gukora, kwitegereza amakosa hamwe nimikino, saba icyitegererezo kubikosora, gusubiramo. Ibi bihindura ikigeragezo-na-ikosa muri gahunda zirambye, zihimbano aho gutekereza cyane.
Kumenya Voyager hamwe nubuhanga-Isomero ryabakozi
Voyager numukozi wa 2023 LLM ikoreshwa na Minecraft yigenga, ikomeza kwiga yandika ubuhanga bwimyandikire ikoreshwa kandi ikabikwa mubitabo bikura. Yerekanye ko umukozi ashobora gukora ifunguye-ryuzuye, ubuzima bwe bwose nta kuvugurura gahoro gahoro, gusa mukusanya no gukoresha gahunda. Abakozi ba Voyager na Skill-Library ni ibikoresho byubaka tekinike bigira ingaruka kumiterere yicyitegererezo, igiciro cyibikorwa remezo, ubukererwe, no kwizerwa mubipimo. Kugirango wubake byimbitse, fata abakozi ba Voyager na Skill-Library nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha Voyager hamwe nubuhanga-Isomero ryibikoresho byubaka ubwubatsi, amakuru, hamwe nibikorwa remezo birwanya kwizerwa nigiciro. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka. Mugihe kimwe, Guhindura igipimo kimwe gishobora guhisha intege nke za sisitemu. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka.
Ibyemezo byubwubatsi bitwara imikorere nigiciro cyimikorere kumyaka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa.
Ubuhanga bwa tekinike bufasha amakipe guhitamo umurongo ukwiye, ntabwo ari shyashya gusa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa.
Guhitamo neza bya injeniyeri bigabanya ibintu byizewe mubikorwa. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Kwigenga gutera imbere binyuze muri tekinoroji ya Minecraft (ibiti kugeza ibuye kugeza ibyuma kugeza ibikoresho bya diyama) muguhimba ubumenyi bwize.
Kwandika no kwikemurira ubuhanga 'kode nubukorikori' ubuhanga bwa code, hanyuma ukabukoresha igihe cyose iyo subtask isubiramo.
Kugarura ubuhanga bwabitswe mbere 'kurwanya zombie' ukoresheje ibisobanuro byashyizwemo mugihe iterabwoba risa naryo rigaragaye.
Kwimura isomero ryubuhanga bwize mumasoko mashya ya Minecraft kugirango utangire imirimo mishya byihuse.
Uburyo bwo Gushyira mu bikorwa
Voyager n'Ubuhanga-Isomero ry'abakozi mu myitozo
Kwigenga gutera imbere binyuze muri tekinoroji ya Minecraft (ibiti kugeza ibuye kugeza ibyuma kugeza ibikoresho bya diyama) muguhimba ubumenyi bwize.
Kwigenga gutera imbere binyuze mubiti bya tekinoroji ya Minecraft (ibiti kugeza ibuye kugeza ibyuma kugeza kubikoresho bya diyama) muguhimba ubuhanga bwize Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Voyager n'Ubuhanga-Isomero ry'abakozi mu myitozo
Kwandika no kwikemurira ubuhanga 'kode nubukorikori' ubuhanga bwa code, hanyuma ukabukoresha igihe cyose iyo subtask isubiramo.
Kwandika no kwikemurira ubuhanga bwa 'mine and craft' ubuhanga bwa code, hanyuma ukabukoresha igihe cyose iyo subtask isubiramo Amakipe ubusanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Voyager n'Ubuhanga-Isomero ry'abakozi mu myitozo
Kugarura ubuhanga bwabitswe mbere 'kurwanya zombie' ukoresheje ibisobanuro byashyizwemo mugihe iterabwoba risa naryo rigaragaye.
Kugarura ubuhanga bwabitswe mbere 'kurwana na zombie' ukoresheje ibisobanuro byashyizwemo mugihe iterabwoba risa naryo rigaragara Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Voyager n'Ubuhanga-Isomero ry'abakozi mu myitozo
Kwimura isomero ryubuhanga bwize mumasoko mashya ya Minecraft kugirango utangire imirimo mishya byihuse.
Kwimura isomero ryubuhanga bwize mumasoko mashya ya Minecraft kugirango atangire imirimo mishya byihuse Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Ingaruka & Kurinda
Gutezimbere igipimo kimwe gishobora guhisha intege nke za sisitemu.
Ibikorwa Remezo no kubungabunga akenshi usanga bidahabwa agaciro.
Icyuho cyumutekano no kwitegereza birashobora kwiyongera uko sisitemu igenda igorana.
Igishushanyo mbonera
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa.
Sobanura ubukererwe, ubuziranenge, nigiciro cyibiciro mbere yo kubishyira mubikorwa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere.
Ibipimo byerekana umutwaro ufatika hamwe namakuru yimiterere. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha.
Gukurikirana ibikoresho kubikosa, drift, ningaruka zabakoresha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima.
Tegura inzira yo gusubiza ibyabaye mbere yo gupima. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.