Detect loops in computer player in a cardgame
A while ago I created a small cardgame web app for fun. The player plays against the computer and mostly it works fine. Sometimes though the computer player gets into a loop, the point of the game is to lose all your cards and if you don't have a card to play you take the pile. Som开发者_如何学Pythonetimes the computer plays x,y,z, takes the pile, plays x,yz, takes the pile etc.
I keep track of the moves I've made, so at any point I have an array that looks something like : [C2,D5,H2,S4,C5,H2,S4,C5,H2,S4,C5]
In this case I can see that I've gotten into a loop of playing H2,S4,C5, then taking the pile and then repeating.
So, the generalized problem is, what's the best way to detect repeating patterns in a list? I could probably whip something up using a simple for loop, trying to find the card I'm about to play and if I find that in position x then I could check whether the pattern from x to n repeats at position x-(n-x) to x, but this seems like the kind of problem that could have a nice algorithm for it. How would you code this given the following function signature:
function findLoops(previousMoves, nextMove, maxPatternLength) {
//Return [loopLength, loopCount] or null if there are no loops
}
p.s. this is not a homework assignment, the game exists and is at http://www.idiot-cardgame.com if anyone is interested :)
First the general question: Your suggested method
trying to find the card I'm about to play and if I find that in position x then I could check whether the pattern from x to n repeats at position x-(n-x) to x,
looks really good. I would suggest basically the same. It is O(n) and needs a fixed amount of storage, and is simple: what else would you wish for?
Second: You can check for repetition in games generally if you keep a hash table of all previous game states (complete state, nothing left out). Everytime you reach a new state look up if it is in the hashtable, if its in it: you game state is looping.
In Javascript you have builtin hastables so this is very easy to do with something similar like this:
new_state = next_move(old_state);
new_encoded_state = encode(new_state); // make it into a string
if (allstates[new_encoded_state]) {
// we are looping!
} else {
allstates[new_encoded_state] = 1;
// no looping
}
The variable allstates
is not an Array but of type Object. You can have array like access with strings and this uses the Object as hastable.
精彩评论