Golden choice problem


I am blocked on the level golden choice. Must I test each possible path or must I find the best coin in the first line and then test with the neighbers?
Thank you for helping

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For more help, here is my code

# You must collect the required amount of gold.
# The gate keeper will tell you how much you need.
# Always move in the direction of the exit.
# For each row you can take only one coin.
# Choose only one from the nearest coins in the next row.

# Distance between rows and coins.
distanceX = 4
distanceY = 6
zeroPoint = {"x": 14, "y": 14}
coinLines = 10

def makeGoldMap(coins):
    template = [[0 for j in range(2 * coinLines - 1)] for i in range(coinLines)]
    for coin in coins:
        row = int((coin.pos.y - zeroPoint.y) / distanceY)
        col = int((coin.pos.x - zeroPoint.x) / distanceX)
        template[row][col] = coin.value
    return template

# Prepare the gold map. It looks like:
# [[1, 0, 9, 0, 4],
#  [0, 1, 0, 9, 0],
#  [8, 0, 2, 0, 9]]
goldMap = makeGoldMap(hero.findItems())

# Find your path.
maxi=0
index=0
for x in range(10):
    if goldMap[9][x]>maxi:
        maxi=goldMap[9][x]
        index=x
hero.moveXY(14+index*8,14)
for x in range(9):
    if x%2==0:
        if goldMap[8-x][index]>goldMap[8-x][index-1]:
            hero.moveXY(hero.pos.x+4,hero.pos.y+6)
        else:
            hero.moveXY(hero.pos.x-4,hero.pos.y+6)
            index-=1
    else:
        if goldMap[8-x][index]>goldMap[8-x][index+1]:
            hero.moveXY(hero.pos.x+4,hero.pos.y+6)
            index+=1
        else:
            hero.moveXY(hero.pos.x-4,hero.pos.y+6)

And in witch direction is the golMap?

This level is an advanced one and shouldn’t block the main path.
You can try tree search algorithm (slooooow for this level) or look at dynamic programming algorithms.

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Oh I see, then It will be a pretty good exercice

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