snake-dqn monga njira yopita ku ML

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Zapezeka mu tensorflow-js zomwe mukufuna pamasitepe oyamba mu ML ndi malonda.

Awa ndi maphunziro a dqn komwe mphotho ndi zilango zimaperekedwa kwa wothandizira pazochita.

https://github.com/tensorflow/tfjs-examples/tree/master/snake-dqn

https://storage.googleapis.com/tfjs-examples/snake-dqn/index.html

Zikuoneka kuti tili ndi njoka yomwe imaphunzira pazochitika zake kuti isamuke. Ali ndi kuchuluka kwamayendedwe (kutembenuka kapena kupitiliza) ndipo ntchito yake ndikufika pachipatso. Poyamba, njokayo sadziwa momwe, koma pophunzitsidwa, imapeza luso lopeza zipatso ndi dodge. Ndizofanana kwambiri ndi malonda, sichoncho?

Chabwino, osachepera ntchito yathu, tikakhala ndi deta ikuyenda, ndipo robot iyenera kupanga chisankho chogula kapena kugulitsa.

Chotsitsa cha njoka ndikuti chinalembedwa kuti node.js, ndipo tifunika kutha kuphunzitsa msakatuli (kuti aliyense wogwiritsa ntchito achite). Choncho, zomwezo zinayenera kuchitidwa pa kasitomala.

Ndinaikoka njoka ija momwe ili pa tsamba langa ndi chart ndikuyesa kuyiyambitsa. Kunalibe!

Njokayo inamenyananso

phukusi loyamba,

kenako mikangano. (mwa njira, ndinapanganso pempho kukoka pafupi ndi kukonza https://github.com/tensorflow/tfjs-examples/pull/353),

ndiye %% Kukana Kosayendetsedwa (TypeError): Sizingatchule kalasi ngati ntchito%%. Zomwe zikukonzedwa apa https://github.com/tensorflow/tfjs/pull/3906/files, koma kuyambira Palibe kumasulidwa pano, kotero ndidayenera kuyika m’malo mwake ndi manja anga. Apa, mwa njira, anthu ambiri ali ndi vuto https://github.com/tensorflow/tfjs/issues/3384.

Ana apita kale, monga kuchotsa ntchito kuchokera ku fs ndi indexeddb. Ntchito zomwe ndidaziwona pano, mwa njira. Chabwino, ambiri, ngolo-mzale poyamba anauzira ine kuchita chirichonse pa kasitomala.

https://github.com/tensorflow/tfjs-examples/tree/master/cart-pole

https://storage.googleapis.com/tfjs-examples/cart-pole/dist/index.html

pamapeto pake, izi ndi zomwe zidachitika:

https://github.com/pskucherov/opexflow/pull/16/files

Chabwino, kwenikweni, sitepe yotsatira idzakhala:

  1. Zogwirizana ndi ma chart
  2. Kuwona
  3. Phunzitsani loboti pazomwe zimadziwika kuti ziwonetse zotsatira zabwino kwambiri

Pansipa pali chiwonetsero chamavidiyo ophunzitsira ntchito ma robot pa kasitomala. Tsiku lina adzagulitsanso zam’tsogolo za Sberbank m’malo mwa ine.

pskucherov
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