An samo shi a cikin tensorflow-js abin da kuke buƙata don matakan farko a cikin ML da ciniki.
Wannan horon dqn ne inda ake ba da lada da azabtarwa ga wakili don ayyukan.
https://github.com/tensorflow/tfjs-examples/tree/master/snake-dqn
https://storage.googleapis.com/tfjs-examples/snake-dqn/index.html
Sai ya zama muna da maciji da ke koyo daga kwarewarsa don motsawa. Tana da takamaiman adadin motsi (juyawa ko ci gaba) kuma aikinta shine isa ga ‘ya’yan itace. Da farko, maciji bai san yadda ba, amma a cikin horo, yana samun damar samun ‘ya’yan itatuwa da kuma kare. Ya yi kama da ciniki, ko ba haka ba?
To, aƙalla don aikinmu, lokacin da muke da bayanan da ke gudana, kuma robot yana buƙatar yanke shawara don siye ko siyarwa.
Rage macijin shine an rubuta shi don node.js, kuma muna buƙatar samun damar horarwa a cikin burauzar (don kowane mai amfani zai iya yin shi). Don haka, dole ne a yi haka a kan abokin ciniki.
Na ja macijin kamar yadda yake zuwa shafina tare da ginshiƙi na yi ƙoƙarin harba shi. Ba a can ba!
Maciji ya yi yaki
kunshin farko,
sai gardama. (Af, Na kuma yi buƙatun ja kusa da gyara https://github.com/tensorflow/tfjs-examples/pull/353),
to %% Ƙin da ba a sarrafa ba (Nau’in Kuskuren): Ba za a iya kiran aji azaman aikin%% ba. Wanda ake gyarawa anan https://github.com/tensorflow/tfjs/pull/3906/files, amma tun da Har yanzu ba a sake shi ba, don haka sai na canza shi da hannuna. Anan, ta hanya, mutane da yawa suna da matsala https://github.com/tensorflow/tfjs/issues/3384.
Yara ƙanana sun riga sun ci gaba, kamar maye gurbin aiki daga fs tare da indexeddb. Aiki da wanda na yi leken asiri a nan, af. Da kyau, gabaɗaya, sandal-ƙarar sanda ta fara ƙarfafa ni don yin komai akan abokin ciniki.
https://github.com/tensorflow/tfjs-examples/tree/master/cart-pole
https://storage.googleapis.com/tfjs-examples/cart-pole/dist/index.html
a karshe abin da ya faru ke nan.
https://github.com/pskucherov/opexflow/pull/16/files
To, a zahiri, mataki na gaba zai kasance:
- Ya dace da ginshiƙi
- Kallon gani
- Horar da mutum-mutumi akan bayanan da aka sani don nuna iyakar sakamako
Da ke ƙasa akwai nunin bidiyo na horon aikin mutum-mutumi akan abokin ciniki. Wata rana kuma za su yi kasuwanci da makomar Sberbank maimakon ni.
