Laga helay tensorflow-js waxa aad uga baahan tahay tillaabooyinka ugu horreeya ee ML iyo ganacsiga.
Tani waa tababbarka dqn halkaas oo abaal-marin iyo ganaaxyo lagu siiyo wakiilka ficilka.
https://github.com/tensorflow/tfjs-examples/tree/master/snake-dqn
https://storage.googleapis.com/tfjs-examples/snake-dqn/index.html
Waxaa soo baxday in aan haysanno mas ka baranaya waayo-aragnimadiisa si uu u guuro. Waxay haysataa tiro go’an oo dhaqaaq ah (rogid ama sii wad) shaqadeeduna waa inay midho gaadho. Markii hore, abeesadu ma garanayo sida, laakiin koorsada tababarka, waxay heleysaa awood ay ku hesho miraha iyo dhogorta. Waxay aad ula mid tahay ganacsiga, miyaanay ahayn?
Hagaag, ugu yaraan hawshayada, marka aan haysano xogta socodsiinta, iyo robotku wuxuu u baahan yahay inuu sameeyo go’aan uu ku iibsado ama iibiyo.
Maska laga jaray ayaa ah in loo qoro node.js, waxaana loo baahan yahay in aan awoodno in aan ku tababarno browserka (si uu isticmaale kasta u sameeyo). Sidaa darteed, waxay ahayd in sidaas oo kale lagu sameeyo macmiilka.
Maskii ayaan sida uu yahay boggayga ugu jiiday jaantus oo aan isku dayay in aan furo. Ma jirin!
Maskii ayaa ka dagaalamay
marka hore baakadaha,
dabadeed doodo. (Sidoo kale, waxaan sidoo kale sameeyay codsi jiid ah oo ku xiga hagaajinta https://github.com/tensorflow/tfjs-examples/pull/353),
ka dib %% Diidmada aan gacanta lagu dhigin (Nooca Error): Looma wici karo fasalka hawl ahaan%%. Kaas oo halkan lagu dayactirayo https://github.com/tensorflow/tfjs/pull/3906/files, laakiin tan iyo Weli wax sii dayn ah ma jirto, markaa waxay noqotay inaan gacmahayga ku beddelo. Halkan, jid ahaan, dad badan ayaa dhibaato ku qaba https://github.com/tensorflow/tfjs/issues/3384.
Carruurta da’da yar horeba way sii socdeen, sida shaqada FS ku beddelashada indexeddb. Ka shaqee taas oo aan halkan basaasay, jidka. Hagaag, guud ahaan, tiirka gaadhiga ayaa markii hore igu dhiirigaliyay inaan wax walba ku sameeyo macmiilka.
https://github.com/tensorflow/tfjs-examples/tree/master/cart-pole
https://storage.googleapis.com/tfjs-examples/cart-pole/dist/index.html
aakhirkii, sidaan ayaa dhacday.
https://github.com/pskucherov/opexflow/pull/16/files
Hagaag, dhab ahaantii, tallaabada xigta waxay noqon doontaa:
- Ku habboon jaantusyada
- Aragtida
- Ku tababar robotka xogta la yaqaan si aad u muujiso natiijada ugu badan
Hoos waxaa ku yaal bandhig muuqaal ah oo ku saabsan tababbarka shaqada-robot-ka ee macmiilka. Maalin waxay sidoo kale ka ganacsan doonaan mustaqbalka Sberbank halkii aniga.
