Yintoni iMulti-Agent Simulation? Isikhokelo solwimi olulula

Ukulinganisa ii-agent ezininzi yindlela yokufunda inkqubo ngokumisela abadlali abaninzi abazimeleyo, ababizwa ngokuba zii-agent, nganye inemithetho yayo, iinjongo okanye ubuntu bayo, kwaye uvumele isiphumo siphela sivele kwindlela abasebenzisana ngayo. Endaweni yokubhala i-equation enye "yemarike" okanye "uluvo loluntu", uchaza abantu ngabanye kwaye ubukele oko kwenziwa liqela. Ngeemodeli zolwimi zanamhlanje, ezo agents zinokufunda, ukubhala nokukhumbula ngolwimi lwendalo, nto leyo eyenza le ndlela ibe luncedo kwimibuzo malunga nendlela abantu abasabela ngayo.

Ingcinga ephambili: ukuziphatha kuvela kwintsebenziswano

Iziphumo ezininzi ezibalulekileyo azigqitywa ngumntu omnye. Ukuxinana kwezithuthi, ukunyuka kwamaxabiso, amarhe asasazekayo kunye notshintsho kwimo yoluntu konke kuvela kwizigqibo ezininzi zasekuhlaleni ezichaphazela omnye nomnye. Ukulinganisa ii-agent ezininzi kuthatha oko nzulu.

Ukulinganisa okuqhelekileyo kunezithako ezintathu:

• Iiarhente : abadlali, nganye inesimo sayo (oko ikwaziyo, ekufunayo okanye ekukholelwayo) kunye nokuziphatha (indlela egqiba ngayo ukuba yenze ntoni emva koko).
• Indawo : indawo apho iiarhente zisebenza kwaye zijongana, njengemephu, imakethi okanye inethiwekhi yoluntu.
• Amanyathelo okanye imijikelo yexesha : kwinyathelo ngalinye, iiarhente ziyajonga, zenze isigqibo kwaye zenze, kwaye okusingqongileyo kuyatshintsha ngenxa yoko.

Okwenza le ndlela yahluke kukuvela : iipateni ezikwinqanaba leqela ezingacwangciswanga mntu ngokuthe ngqo. Ukukhetha okuncinci kumntu ngamnye, ngokusebenzisana okuphindaphindiweyo, kunokubangela iziphumo ezinkulu nezimangalisayo.

Ivela phi: ukumodela okusekelwe kwiarhente

Le ngcamango ayintsha. Abaphandi kwezoqoqosho, i-ecology, i-sociology kunye nesayensi yekhompyutha bebesebenzisa imodeli esekelwe kwi-agent kangangamashumi eminyaka. Umsebenzi wokuqala ngeminyaka yoo-1970 sele ubonisile, ngemithetho elula kakhulu kwigridi, indlela ukukhetha okuncinci komntu malunga nabamelwane okunokubangela ngayo ukwahlukana okukhulu kwinqanaba loluntu lonke. Kwiminyaka eyalandelayo, abaphandi bakha imibutho yokwenziwa, balinganisa iimarike kunye neemodeli zezifo ezibulalayo, izilwanyana ezihlala ziqokelelana kunye nezithuthi.

Ezi modeli zakudala zabelana ngophawu: iiarhente zilula ngabom. Nganye ilandela imithetho embalwa yamanani, eyenza imodeli icace kwaye kube lula ukuyihlalutya, kodwa ikwanciphisa oko inokukuthetha malunga nokuziphatha kwabantu okutyebileyo njengokucenga, ukuqingqa okanye ukuhlekisa.

Igagasi elitsha: iiarhente ezakhelwe kwiimodeli zolwimi

Iimodeli ezinkulu zolwimi zitshintshe indlela iarhente enokuba yiyo. Ukusukela malunga nowama-2023, uphando ngezinto ezibizwa ngokuba ziiarhente ezivelisayo lubonise ukuba iiarhente zemodeli yolwimi, ezinikwe ubuntu, inkumbulo yeziganeko zangaphambili kunye nokukwazi ukucamngca ngaloo nkumbulo, zinokuziphatha ngeendlela ezikholelekayo kuluntu olulinganisiweyo: ziceba imihla yazo, zenze izimvo, zidlulisele iindaba kwaye zilungelelanise omnye nomnye.

Xa kuthelekiswa neemodeli ezisekelwe kwiarhente zakudala, iiarhente zemodeli yolwimi:

• Banxibelelana ngolwimi lwendalo , ukuze bakwazi ukuphendula kwigama elisetyenzisiweyo, kungekuphela nje kwinani.
• Yiba nobuntu obuhle , udibanise imvelaphi, amaxabiso kunye nethoni yelizwi.
• Khumbula kwaye uhlaziye , ukuze iincoko zangaphambili zibumbe indlela yokuziphatha kamva.

Ingxaki kukuba azibonakali lula kwaye zibiza kakhulu ukuzisebenzisa kuneearhente ezisekelwe kwimithetho, kwaye indlela eziziphatha ngayo ibonisa amandla kunye nokukhetha kwemodeli esisiseko.

Indlela InfoDome eyisebenzisa ngayo

InfoDome isebenzisa iiarhente zemodeli yolwimi ukulinganisa iimpendulo zikawonke-wonke kunye nabathathi-nxaxheba. Ulayisha amaxwebhu kwaye uchaze into ofuna ukuyiqikelela; InfoDome ikhupha igrafu yolwazi lwabantu, imibutho kunye namaqela kwizinto zakho, emva koko idale amakhulu eearhente ezineempawu zazo, isikhundla kunye nenkumbulo yexesha elide, zisasazeke kumazwe abaphulaphuli abali-10 obakhethayo. Iiarhente zisebenzisana kwi-feed efana ne Twitter kunye neforam efana ne Reddit ngaxeshanye kwinani elithile leerawundi, kwaye iarhente yohlalutyo ibhala ingxelo yokuqikelela onokuyibuza, kunye nayo nayiphi na iarhente nganye. Iindlela zokucwangcisa inyathelo ngenyathelo zichazwe ngendlela ukulinganisa isihlwele se-AI okuqikelela ngayo iimpendulo .

Xa ukulinganisa ii-arhente ezininzi kunceda

Le ndlela ibaluleke kakhulu xa isiphumo sixhomekeke kwintsebenziswano kunokuba sixhomekeke nakwesiphi na isigqibo esinye:

• Iimpendulo ezakhela kwiimpendulo : iingxaki, amarhe, iingxoxo zikawonke-wonke, apho impendulo kwimpendulo yokuqala ibaluleke kakhulu.
• Abathathi-nxaxheba abaninzi abanomdla owahlukileyo : utshintsho kwimigaqo-nkqubo, uhlengahlengiso lwemibutho, iingxoxo.
• Ukudibana kweqhinga : iimpendulo zabakhuphisanayo okanye imidlalo yemfazwe, apho icala ngalinye liziqhelanisa nelinye.
• Uphando lwakwangoko : xa ufuna iingcamango ngokukhawuleza, ngaphambi kophando okanye uphando lwasentsimini, okanye xa uvavanyo lokwenyani lubiza kakhulu okanye luyingozi kakhulu.
• Uthelekiso lwemiyalezo : ukuqhuba abaphulaphuli abafanayo ngokuchasene neenguqulelo ezimbini zengxelo ukuze kubonwe ukuba yeyiphi ifreyimu ehamba phambili.

Xa kungancedi

Kubaluleke ngokulinganayo ukwazi ukuba ungayisebenzisa nini:

• Xa ufuna amanani ameleyo. Ukulinganisa akusiyonto yophando; iipesenti zayo akufuneki zifundwe njengeepesenti zehlabathi lokwenyani.
• Xa idatha yembali elungileyo sele iphendula lo mbuzo. Ukuba uneminyaka emininzi yedatha yokuthengisa yemveliso ezinzileyo, uqikelelo lwezibalo lunokuthembeka ngakumbi.
• Xa igalelo lincinci. Iiarhente zisekelwe kuphela njengezinto ezakhiwe ngazo. Ukuba nabathathi-nxaxheba abangekhoyo kuthetha ukuba amazwi abo angekhoyo.
• Xa ufuna uqiniseko. Iindlela ezahlukeneyo zokubaleka zinokuvela ngokwahlukileyo. Isiphumo yingcamango enokuphononongwa exhasa ukugweba; ayithathi indawo yayo.

Umzekelo osebenzayo

Inkampani yothutho ephakathi icinga ngokutshintshela kwiveki yokusebenza yeentsuku ezine yabasebenzi baseofisini. Ubunkokeli bufuna ukwazi ukuba abasebenzi, iinkokheli zamaqela kunye nabathengi banokusabela njani. Imodeli yespredishithi inokuqikelela iindleko, kodwa kungekhona indlela amarhe malunga "nexesha elongezelelweyo elifihliweyo" anokusasazwa ngayo phakathi kwabasebenzi, okanye indlela umthengi obalulekileyo anokufunda ngayo iindaba.

Iqela le-HR lithumela isindululo sangaphakathi kunye nesishwankathelo sophando lwabasebenzi lwakutshanje kwi InfoDome, lichaze lo mbuzo, kwaye liqhuba imijikelo engama-20 kwilizwe elinye. Kwiforam, iiarhente ezikhokelayo zeqela ziphakamisa iinkxalabo malunga nokugubungela ngoLwesihlanu; kwi-feed, abasebenzi abancinci bayalwamkela olu tshintsho kodwa babelana ngexhala lokuba umthwalo womsebenzi uza kuncitshiswa. Iarhente yomthengi ibuza ukuba amaxesha okuphendula aza kutshintsha na. Ingxelo yomhlalutyi ibonisa ukuba ukucaca kokugubungela ngoLwesihlanu yeyona nto ithatha isigqibo kubaphathi beqela kunye nabathengi.

Xa iqhuba udliwanondlebe nearhente ekhokelayo yeqela, i-HR ifumanisa ukuba ishedyuli ejikelezayo yangoLwesihlanu iya kuyithomalalisa inkxalabo yayo. Ubunkokeli bujonga oku njengengcamango yokuvavanya kwisilingo sokwenyani esinamasebe amabini, kungekhona njengempendulo yokugqibela. Oko kukusetyenziswa kakuhle kokulinganisa iiarhente ezininzi: kunciphise umbuzo ongacacanga ukuya kothile, onokuvavanywa. Ukuba usebenza kwimibuzo efanayo ejonge phambili, imeko yokucwangcisa imeko yindawo elungileyo yokuqala.

Ndiyaqalisa

Awudingi zakhono zokuprograma ukuze usebenzise ukulinganisa ii-arhente ezininzi nge InfoDome. Isicwangciso esinye sixabisa i-€29 ngenyanga, siquka uhlahlo lwabiwo-mali lokusebenzisa i-AI lwe-€9 ngenyanga kunye neeprojekthi ezingenamkhawulo, kwaye sinokurhoxiswa nangaliphi na ixesha. Lungisa imeko yakho yokuqala kwikhonsoli ; ungenza ucwangciso lomsebenzi ngaphambi kokuba ubhalise.