Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kediska Raadinta Geedka Monte Carlo

Waxay hubisaa marxaladaha soo noqnoqda ee MCTS, sahaminta UCT, jilitaanka jilitaanka, xulashada dhaqaaqa xididka iyo sida AlphaGo ay isugu dartay raadinta shabakadaha.

Wadooyinka haga ee la xidhiidhaRaadinta Geedka Monte Carlo
Su'aal 1 ee 8

Waa maxay afarta tallaabo ee ugu muhiimsan ee ku celcelinta Geedka Raadinta ee Monte Carlo?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Waa maxay afarta tallaabo ee ugu muhiimsan ee ku celcelinta Geedka Raadinta ee Monte Carlo?
    • Xulashada, Balaadhinta, Jilidda, Faafinta
    • Kala sooc, shaandheyn, isku dar, wax soo saar
    • Incode, dejiso, xaadir, saadaali
    • Tabobar, ansixi, tijaabi, geeyaan
  2. Waa maxay isku dheelitirnaanta qaabka xulashada UCT?
    • Xawaaraha iyo xusuusta
    • Ka faa'iidaysiga dhaqdhaqaaqyada qiimaha sare leh ee ka dhanka ah sahaminta kuwa aan la booqan
    • Tababarka oo ka soo horjeeda fikradda
    • Balaadhka iyo qoto dheer ee shabakada
  3. MCTS-ga caadiga ah, maxaa dhacaya inta lagu jiro tallaabada 'jilid'
    • Geedkii waa la tirtiray
    • Shabakadda neerfaha ayaa dib loo tababaray
    • Ciyaarta waxaa lagu ciyaarayaa natiijada ka soo baxda noodhka cusub
    • Dhammaan carruurta waa la ballaariyaa hal mar
  4. What roles did AlphaGo’s policy and value networks play in its MCTS search?
    • The policy network computed transitions and the value network chose the root child
    • Both networks performed random rollouts without evaluating positions
    • The value network proposed legal moves while the policy network estimated terminal rewards
    • The policy network guided move selection and the value network estimated position strength; AlphaGo also used a rollout policy
  5. Ku celcelin badan ka dib, sidee buu MCTS badiyaa u doortaa dhaqaaqa ugu dambeeya ee ciyaarta?
    • Ilmaha xididka leh ee ugu booqashada badan
    • Dhaqdhaqaaqa leh abaalgudka ugu sarreeya ee degdegga ah
    • Ilmo aan toos ahayn
    • Noolka ugu qoto dheer ee geedka
  6. Maxaa ka dhigaya MuZero mid caan ah marka la barbar dhigo AlphaZero?
    • Ma isticmaasho shabakadaha neerfaha
    • Waxay barataa qaab u gaar ah deegaanka, si ay u qorsheyso iyada oo aan la siin sharciyada
    • Kaliya waxay ciyaareysaa Go
    • Waxay ka tagtaa raadinta geedka
  7. In the UCT selection score, what does the exploration term reward?
    • Only the child with the highest raw reward
    • Moves that have already been selected most often, regardless of value
    • Children with fewer visits relative to their parent, encouraging further sampling
    • A random rollout’s final board size
  8. Which MCTS iteration step adds a new child to the existing tree?
    • Selection
    • Simulation
    • Dib u faafinta
    • Expansion