MaGenerative Agents uye Masangano Anotevedzera
Magenerative agents ndiwo mavara eAI anofambiswa nemhando dzemitauro dzinorangarira, kuronga, uye kuita sevanhu vanotendwa.
Pfupiso
Placed together in a simulated world, they form tiny societies where social behavior emerges on its own.
Kudzika Kwakadzika
Mu2023 Stanford ne Google chirongwa chinonzi Smallville, vaongorori vakaisa vamiririri makumi maviri nevashanu vaifambiswa neGPT-3.5 mudhorobha rejecha uye vakavatarisa vachiita senharaunda. Mumwe nemumwe mumiririri aive nekapfupi biography uye akamuka, akabika kudya kwemangwanani, akaenda kubasa, ndokutaura nevavakidzani. Sezvineiwo, maitiro akange asina kunyorwa. Mumwe mumiririri akafunga kukanda bato reZuva raValentine, uye kwemazuva maviri akateedzana kukokwa kwakapararira nemuromo, vamiririri vakaronga nguva, uye vakati wandei vakaratidzira pamwechete. Iyo dhizaini inosanganisa ndangariro rwizi, kudzoreredza, kufungisisa, uye kuronga, saka vamiririri vanoita zvinogara kwenguva refu pane kukanganwa zvakaitika maminetsi apfuura.
Technical Insight
Iwo musimboti hunyengeri ndeyekurangarira rwizi: refu, yakadhindwa logi yezvese zvinoonekwa nemumiririri. Kuti aite, mumiririri anotora ndangariro dzakakodzera dzakapihwa neazvino, kukosha, uye kufanana nemamiriro azvino, obva adzidyisa mumutauro wemodhi yekukurumidza. Matanho ekufungisisa nguva nenguva anopfupikisa ndangariro dzakasvibira kuva ruzivo rwepamusoro-soro (semuenzaniso, zvichireva kuti mumwe munhu ane shungu netsvagurudzo), izvo zvinodzoserwa kumashure uye zvinotungamira kuronga kweramangwana nenhaurirano.
Strategic Impact
Mutengo uye bhajeti
Zvisarudzo zvezvivakwa zvinotyaira kuita uye mutengo wekushandisa kwemakore.
Sarudzo dzakajeka
Dzidzo yehunyanzvi inobatsira zvikwata kusarudza murwi wakakodzera, kwete iwo mutsva chete.
Kudzora kwemhando yepamusoro
Sarudzo dzeinjiniya dziri nani dzinoderedza zviitiko zvekuvimbika mukugadzira.
Ramangwana RemaGenerative Agents uye Anoteedzerwa Sosaiti
Tarisira vagadziri vemagetsi kuti vape simba vapfumi vasiri vatambi mumitambo, kudzidzira kuedzera nhaurirano kana kugadzirisa dambudziko, uye bvunzo dzekugadzira dzekudzidza kuti makuhwa, mitengo, kana marongero anopararira sei nyika isati yatanga. Sezvo mamodheru achikura zvakachipa uye mahwindo emamiriro anowedzera, simulations inokwira kubva kumakumi kusvika kuzviuru zvevamiririri. Vatsvaguri vari kuvaongororawo semarabhoritari esainzi, uku vachimutsa mibvunzo yakavhurika nezve rusaruro, kunyengera, uye nekutendeka sei nzanga dzematoyi idzi dzinoratidza vanhu.
Real-World Implementation
Stanford's Smallville simulation uko 25 vamiririri vakazvimiririra vakaronga uye vakaenda kumabiko eZuva reValentine
Inotendwa, inofambiswa nendangariro NPCs mumitambo yemavhidhiyo inorangarira kupindirana kwevatambi vekare uye kubata magumbu kana hushamwari.
Synthetic inotarisa mapoka anotamba-tamba akasiyana-siyana evatengi kufanoedza mameseji ekushambadzira kana zvigadzirwa
Kudzidzira simulators uko AI madhorobha anotambira kune zvisarudzo zvemudzidzi panguva yenjodzi-mhinduro kana diplomacy kurovedza.
Njodzi & Guardrails
Kugadzirisa imwe bhenji kunogona kuvanza yakafara system kushaya simba.
Infrastructure uye mari yekugadzirisa inowanzotarisirwa pasi.
Chengetedzo uye kucherechedzwa mapundu anogona kukura sezvo masisitimu anowedzera kuoma.
Implementation Roadmap
Tsanangura latency, mhando, uye mutengo zvinangwa usati waitwa.
Benchmark pasi pechokwadi mutoro uye data mamiriro.
Chishandiso chekutarisa zvikanganiso, kudonha, uye mushandisi maitiro.
Gadzirira nzira dzekudzosera kumashure uye dzezviitiko usati wawedzera.
Ramba Uchiongorora
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Gaidhi rinotevera
Kuzvifungira muAgent Loops
Mibvunzo inowanzo bvunzwa
What is Generative Agents and Simulated Societies?
Magenerative agents ndiwo mavara eAI anofambiswa nemhando dzemitauro dzinorangarira, kuronga, uye kuita sevanhu vanotendwa. Vakaiswa pamwechete munyika inofananidzirwa, vanoumba nzanga diki umo hunhu hwemagariro hunobuda hwega.
Ndeapi maitiro ane mukurumbira akabuda ega muStanford's Smallville simulation?
Mumwe mumiririri akafunga kuita mabiko eZuva reValentine, uye kokero yakapararira munharaunda kudzamara vamiririri vakati wandei varonga uye vazviratidza, hapana kana chimwe chazvo chakanyorwa.
Chii chinonzi 'memory stream' muchinhu chinogadzirwa?
Kuyerera kwendangariro irekodhi refu, rakadhindwa nguva yezvakaonekwa nemumiririri, iyo sisitimu inokwevera pairi kuzivisa zviito uye nhaurirano.
Kana mumiririri asarudza maitiro ekuita, ndangariro dzakakodzera dzinosarudzwa sei?
Kudzoreredza kunoisa ndangariro uchishandisa zvichangobva kuitika, kukosha, uye kufanana nemamiriro ezvinhu aripo, zvino zvinodyisa izvo zvepamusoro mukukurumidza.
Chii chinonzi 'reflection' nhanho inoitei muagent architecture?
Kufungisisa nguva nenguva kunogadzira zvakacherechedzwa zvepasi-pasi kuita mhedziso (sehunhu kana zvinangwa) zvinotungamira maitiro epashure.
Sei kuronga kwakakosha kune vamiririri vanotenda?
Kuronga, kusanganisirwa nendangariro nekufungisisa, kunochengeta zviito zvemumiririri zvakabatana muzuva rose rakaedzerwa pane kuzvipokana.