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5*5 Wumpus game using Q-Learning algorithm with python and graphics library

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Wumpus-QLearning

  • 𝑒𝑝𝑠𝑖𝑙𝑜𝑛 = 0.5
  • 𝑑𝑖𝑠𝑐𝑜𝑢𝑛𝑡 𝑓𝑎𝑐𝑡𝑜𝑟 = 0.9
  • episodes = 700
  • goal reward = +100
  • hole or wall reward = -100
  • others = -1

  • image

    first page:

    image

    first element: green square , goal
    second element: blue square , start
    third and fourth elements: red square , hole
    fifth element: black square , wall

    result: image

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    5*5 Wumpus game using Q-Learning algorithm with python and graphics library

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