calgorithmdynamic-programminggame-theory

How to design strategy and algorithm for gold box game


Gold box problem (Approach)

There are ‘n’ gold boxes placed in a row, each having different number of gold coins.

2 players play a game, where the motive is to collect the maximum number of gold coins. Each player can see how many coins are present in each box, but can get a box from either end only, on his turn. Design a strategy such that Player1 wins (Assuming both players play smartly)

This problem was asked in an Amazon interview. I tried this approach:

#include<stdio.h>
int max(int a, int b) {
    return a>b?a:b;
}
int maxCoins(int arr[], int i, int j, int turn) {
    if(i==j) {
        if(turn == 1) return arr[i];
        else return 0;
    }
    if(turn) {
        return max(arr[i] + maxCoins(arr,i+1,j,0),arr[j] + maxCoins(arr,i,j-1,0));
    } else {
        if(arr[i]>arr[j])
        return maxCoins(arr,i+1,j,1);
        else
        return maxCoins(arr,i,j-1,1);
    }
}    
int main() {
    int arr[10] = {6,7,4,1,10,5,4,9,20,8}; //{2,3,4,5,6,7,8,9,10,11};
    printf("%d\n",maxCoins(arr,0,9,1));
}

But I think this is not right, as player2 also plays smartly. What am I missing?


Solution

  • I got to the solution, just was close. Here is what I missed:

    "The opponent intends to choose the coin which leaves the user with minimum value."

    Here is updated solution:

    #include<stdio.h>
    int max(int a, int b) {
        return a>b?a:b;
    }
    int min(int a, int b) {
        return a<b?a:b;
    }
    int maxCoins(int arr[], int i, int j, int turn) {
        int a,b;
        if(i==j) {
            if(turn == 1) return arr[i];
            else return 0;
        }
        if(turn) {
            a = arr[i] +maxCoins(arr,i+1,j,0);
            b = arr[j] + maxCoins(arr,i,j-1,0);
            return max(a,b);
        } else {
            return min(maxCoins(arr,i+1,j,1), maxCoins(arr,i,j-1,1));
        }
    }
    int main() {
        int arr[4] = {8, 15, 3, 7 };//{6,7,4,1,10,5,4,9,20,8}; //{2,3,4,5,6,7,8,9,10,11};
        printf("%d\n",maxCoins(arr,0,3,1));
    }    
    

    This link discusses the strategy: http://www.geeksforgeeks.org/dynamic-programming-set-31-optimal-strategy-for-a-game/