Enkathini lapho ukuphepha kwemidlalo eku-inthanethi kubhekene nezinselelo ezingakaze zibonwe kusukela ezindleleni zokukhohlisa eziyinkimbinkimbi kanye nokusatshiswa kwe-inthanethi, izimpumelelo ezimangalisayo zika-Siddhey Mahadik ekuholeni Ithimba Lezokuphepha Kwemidlalo le-Activision for Call of Duty: Modern Warfare III zimi njengobufakazi bokusungula izinto ezintsha kanye nokusebenza kahle kwezobuchwepheshe. Ngeqhaza lakhe njenge-Scrum Master kanye nomholi wokuthuthukiswa kwezokuphepha, uMahadik usethe izilinganiso ezintsha zokusetshenziswa kokuphepha kwegeyimu, ikakhulukazi ekulweni nokukopela nokuqinisekisa ukudlala ngendlela efanelekile kwezigidi zabadlali emhlabeni wonke. Umsebenzi wakhe usubaluleke kakhulu njengoba imboni yezokudlala ibhekana nokukhuphuka kwamathuluzi okukhohlisa anamandla okwenziwa kobuhlakani kanye nemizamo yokugebenga eyindida. Iphrojekthi yokuthuthukisa ukuphepha yezinhlelo ze-Call of Duty 2023 kanye no-2024 imele inselele enkulu ekuthuthukisweni kwegeyimu yesimanje, ikakhulukazi uma kubhekwa isisekelo sabadlali abaningi be-franchise kanye nobunzima bokugcina ukuphepha ezinkundleni eziningi. Enomthwalo wemfanelo wokuphatha iqembu lonjiniyela abayi-15 abahlukahlukene kanye nokuxhumana kuzo zonke izitudiyo zokuthuthukisa imidlalo, uMahadik ubhekane nomsebenzi onzima wokusebenzisa izinyathelo zokuphepha ezisezingeni eliphezulu kuyilapho egcina ukusebenza kwegeyimu nolwazi lomsebenzisi. Le bhalansi ethambile idinga izindlela ezintsha zokusetshenziswa kwezokuphepha ezingafinyelela ngempumelelo ezigidini zabadlali abafanayo ngaphandle kokuba nomthelela ekusebenzeni kwegeyimu. Enhliziyweni yale ndaba yempumelelo bekuyindlela eyinkimbinkimbi yokusebenzisa umshini wokufunda nokuphathwa kwephrojekthi okushesha. Njengengcweti yeScrum yeThimba Lokufunda Ngomshini, uMahadik uhole ekuthuthukisweni kwamasistimu okuthola ukungaqondakali afinyelele izinga lempumelelo elimangalisayo elingu-90% ekuhlonzeni nasekuhlabeni umkhosi amaphethini okukhohlisa ngesikhathi sangempela - intuthuko enkulu kubuchwepheshe bokuphepha kwegeyimu. Le sistimu isebenzise ama-algorithms wokufunda komshini wesimanje ukuze ihlaziye amaphethini okuziphatha komdlali, idatha yokunyakaza, nezibalo zegeyimu ukuhlonza imisebenzi yokukopela engaba khona ngokunemba okungakaze kubonwe. Ukusetshenziswa kobuchwepheshe kuhilele ukudala amapayipi edatha aqinile akwazi ukucubungula amanani amakhulu edatha yokudlala igeyimu ngesikhathi sangempela, ukuthuthukisa amamodeli okufunda emishini eyinkimbinkimbi angajwayelana nezindlela ezintsha zokukhohlisa, nokusebenzisa amasistimu okuthunyelwa asebenza kahle angaphusha izibuyekezo zokuphepha ngaphandle kokuphazamisa ukuzizwisa kwegeyimu. Iqembu lika-Mahadik lisungule izindlela ezintsha zokufaka ubunjiniyela ezithuthukise ngokuphawulekayo ukunemba kokutholwa komkhohlisi kuyilapho kunciphisa amaphuzu angamanga - ibhalansi ebalulekile ekugcineni ukwaneliseka kwabadlali. Umthelela wobuholi bakhe wadlulela ngalé kwamamethrikhi ezobuchwepheshe. Ngokuhlela amasu kanye nokwabiwa kwezinsiza ngendlela efanele, iphrojekthi ihlale ihleli ngama-20% ngaphambi kwesikhathi esimisiwe - impumelelo emangalisayo ekuthuthukisweni kwesoftware eyinkimbinkimbi. Lo mugqa wesikhathi osheshisiwe wafinyelelwa ngesikhathi kugcinwa amazinga aphezulu ekhwalithi yekhodi nokuqaliswa kokuvikeleka, okubonisa amakhono akhethekile okuphatha iphrojekthi. Ikhono leqembu lokulondoloza lesi sivinini ngenkathi libhekene nobunzima obukhona bokuthuthukiswa kokuphepha kwegeyimu libonise ikhono lika-Mahadik lokulinganisa izinto ezibalulekile eziqhudelanayo nokuphatha izikweletu zobuchwepheshe ngempumelelo. Ukusebenzisana kwe-Cross-studio kubambe iqhaza elibalulekile empumelelweni yalo msebenzi. Ngokubambisana nezitudiyo ezintathu zokuthuthukisa amageyimu, uMahadik usize ukuthuthukiswa kwamapayipi okufunda komshini kuzo zonke izihloko ze-Call of Duty eziningi, okuhlanganisa i-Modern Warfare III kanye ne-Black Ops 6. Le ndlela yokuhlanganyela ibangele ukunemba kokutholwa okuthuthukisiwe kanye nezinyathelo zokuphepha eziqine kakhulu kulo lonke ibhizinisi. Imodeli yobambiswano ayisungula yaba isifanekiso sokusebenzisana kwe-cross-studio yesikhathi esizayo ngaphakathi kwe-Activision, ebonisa ukubaluleka kolwazi olwabiwe nezinsiza ekubhekaneni nezinselele zobuchwepheshe eziyinkimbinkimbi. Impumelelo izuze ukuqashelwa kuwo wonke amazinga enhlangano, ngokuqaliswa ngempumelelo kokugijima kwamaviki amabili kanye nokuphindwaphindwa okuqhubekayo komkhiqizo kugcina izinga lokuthuthuka elizinzile elingu-2% kuyilapho kufinyelelwa kuzo zonke izilinganiso zokuphepha. Impumelelo yephrojekthi isiphenduke imodeli yokusetshenziswa kwezokuphepha kwegeyimu yesikhathi esizayo, ebonisa ukuthi ubuholi obusebenzayo nokuphathwa kwephrojekthi yamasu kungaletha kanjani imiphumela evelele ekuvikelekeni kwegeyimu. Ikhono lethimba lokugcina inqubekelaphambili engaguquki ngesikhathi lizivumelanisa nezinselele ezintsha zokuphepha libonise ukuqina kohlaka lwentuthuko olusungulwe uMahadik. Emkhakheni wokuqanjwa kabusha kwezobuchwepheshe, ithimba lika-Mahadik lisungule izindlela ezimbalwa zokuphumelela ekuvikelekeni kwegeyimu. Bathuthukise izindlela zamanoveli zokuthola nokuvimbela ukukhohliswa kwenkumbulo ngesikhathi sangempela, basebenzise izivumelwano zokubethela ezithuthukisiwe zedatha yegeyimu ebucayi, futhi bakha amasu amasha okuhlonza nokuvimbela amathuluzi ezinkampani zangaphandle angagunyaziwe. Lezi zinto ezintsha azigcinanga nje ngokuthuthukisa ukuphepha kodwa futhi zibe negalelo emkhakheni obanzi wocwaningo nokuthuthukiswa kokuphepha kwegeyimu. Impumelelo yale phrojekthi ekusebenziseni izixazululo zokufunda komshini ukuze ivikeleke imele inqubekelaphambili ebalulekile endleleni yomkhakha wezokudlala yezindlela zokulwa nokukopela. Ngokusebenzisa ama-algorithms ayinkimbinkimbi kanye nenani elikhulu ledatha yokudlala umdlalo, ithimba lika-Mahadik lidale amasistimu akwazi ukufunda nokujwayela izindlela ezintsha zokukhohlisa njengoba zivela. Le ndlela yokushesha yezokuphepha imele ukushintshwa kwepharadigm ezinyathelweni ezivamile zokuphepha ezisebenzayo, ezibeka amazinga amasha embonini. Ku-Siddhey Mahadik mathupha, iphrojekthi imele ingqopha-mlando ekuthuthukisweni kokuphepha kwegeyimu, ekhombisa ikhono lakhe lokuhola izinhlelo zobuchwepheshe eziyinkimbinkimbi ngenkathi elawula amaqembu asebenza ngokungafani. Impumelelo yakhe ekuthuthukiseni imephu yomgwaqo yomkhiqizo ka-2024 yezinhlelo zokuphepha kwegeyimu, ehlanganisa ukuhlola okuphelele kwengozi namasu okunciphisa, kubonise amandla akhe ekuhleleni amasu nokwenza. Imephu yomgwaqo ayisungula yaba ipulani lezinhlelo zokuphepha zesikhathi esizayo kuzo zonke izihloko zegeyimu. Le ndaba yempumelelo ikhombisa ukuthi ubuholi bamasu, uma buhlanganiswe nobuchwepheshe obusezingeni eliphezulu kanye nezinqubo ezisebenzayo zokuphatha amaphrojekthi, ezingaguqula kanjani ukusetshenziswa kokuphepha kwegeyimu. Iphrojekthi ye-Modern Warfare III yokuthuthukisa ukuvikeleka ayizange ifake isandla kuphela ekudaleni indawo yemidlalo enobulungiswa kodwa futhi yasungula namazinga amasha okusetshenziswa kokuphepha embonini yemidlalo. Impumelelo yephrojekthi yokulinganisa izinyathelo zokuphepha eziqinile nokusebenza kwegeyimu okuphelele ibonise amandla ezisombululo zobuchwepheshe ezisha ekubhekaneni nezinselele eziyinkimbinkimbi zemidlalo. Uma sibheka phambili, imiphumela yale phrojekthi yempumelelo idlulela ngale kwezifinyezo ezikhona ngaleso sikhathi. Ibonisa ukuthi ukuphathwa ngempumelelo kwephrojekthi kanye nezisombululo zobuchwepheshe ezisha zinganqoba kanjani izinselele zokuphepha eziyinkimbinkimbi kuyilapho iletha inani eliyingqayizivele kubadlali nababambiqhaza. Njengoba imboni yemidlalo iqhubeka nokuvela, le phrojekthi ime njengemodeli yokusetshenziswa kwezokuphepha kwegeyimu yesikhathi esizayo, ebonisa inhlanganisela enamandla yobuchwepheshe bokufunda komshini, ubuholi obunamasu, kanye nokusebenza kahle kakhulu ekushayeleni impumelelo yephrojekthi ngaphansi kobuholi obunekhono buka-Siddhey Mahadik. Mayelana noSiddhey Mahadik Ingcweti evelele ekuthuthukisweni kokuphepha kwegeyimu, uSiddhey Mahadik uzimise njengochwepheshe ohamba phambili ekusebenziseni izixazululo zokuphepha eziqhutshwa ukufunda ngomshini zezihloko ezinkulu zemidlalo. Okuhlangenwe nakho kwakhe okuphelele kuhlanganisa ukuthuthukiswa kokuphepha nokuphathwa kwephrojekthi yemidlalo yephrofayili ephezulu, okuhlanganisa ukulethwa ngempumelelo kwezibuyekezo zokuphepha ezibalulekile zokukhishwa okuningi kwe-Call of Duty. Ngobuchwepheshe bokusebenzisa ukufunda komshini nezindlela ezishesha kakhulu, uMahadik ubonise ikhono eliyingqayizivele lokuthuthukisa ukugeleza komsebenzi, ukusebenzisa izindlela zokuphepha ezintsha, kanye nokuqinisekisa amazinga aphezulu okulawula ikhwalithi. Ubuchule bakhe bokuhlanganisa amamodeli okufunda emishini ethuthukisiwe kanye nokwenza lula ukusebenzisana kwe-cross-studio bulethe ukusebenza kahle ngokuqhubekayo kuyilapho kugcinwa ubuqotho bokuzizwisa amageyimu ezigidini zabadlali emhlabeni wonke. Ubungcweti bakhe bobuchwepheshe budlulela ngale kwezinyathelo zokuphepha zegeyimu ezijwayelekile ukuze zihlanganise izinhlelo zokusebenza ezisezingeni eliphezulu zobuhlakani bokwenziwa nokufunda komshini ekuvikelekeni kwegeyimu. Izindlela ezintsha zika-Mahadik zokusetshenziswa kwezokuphepha azithuthukisanga nje kuphela umuzwa wegeyimu ezigidini zabadlali kodwa futhi zibe negalelo ekuthuthukisweni okubanzi kwezinqubo zokuphepha embonini yemidlalo. Umsebenzi wakhe uyaqhubeka nokuba nomthelela endleleni izinkampani zemidlalo ezibhekana ngayo nezinselele zokuphepha endaweni yedijithali eyinkimbinkimbi. Le ndaba yasatshalaliswa njengokukhishwa kuka-Kashvi Pandey ngaphansi kwe-HackerNoon's Business Blogging Program. Funda kabanzi mayelana nohlelo . lapha
