ai.js
author Oleksandr Gavenko <gavenkoa@gmail.com>
Mon, 08 Sep 2014 19:42:32 +0300
changeset 21 ed0292f0c7c6
parent 20 ab294e8db00c
child 24 079bcd734b68
permissions -rw-r--r--
Expectimax implementation.
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"use strict";
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var ai = {};
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ai.dirs = ["up", "down", "left", "right"];
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// Each strategy is a function that except current board position as 2d array and context from
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// previous call to share state/precomputed values between calls.
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////////////////////////////////////////////////////////////////
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// Random AI.
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////////////////////////////////////////////////////////////////
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ai.random = function(brdEngine) {
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    this.brdEngine = brdEngine;
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}
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ai.random.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    while (true) {
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        var rnd = Math.floor(Math.random()*4);
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        if (origBrd[["canUp", "canDown", "canLeft", "canRight"][rnd]]())
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            return ["up", "down", "left", "right"][rnd];
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    }
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.random.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// 1 level deep on max scores.
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////////////////////////////////////////////////////////////////
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ai.nextMaxScore = function(brdEngine) {
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    this.brdEngine = brdEngine;
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}
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ai.nextMaxScore.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    var nextBrd = new this.brdEngine();
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    var maxScore = -1;
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    var bestDir;
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    for (var i = 0; i < ai.dirs.length; i++) {
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        var dir = ai.dirs[i];
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        if (origBrd[dir](nextBrd)) {
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            var score = nextBrd.score();
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            if (maxScore < score) {
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                bestDir = dir;
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                maxScore = score;
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            }
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        }
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    }
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    return bestDir;
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.nextMaxScore.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// 1 level deep on max value.
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////////////////////////////////////////////////////////////////
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ai.nextMaxValue = function(brdEngine) {
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    this.brdEngine = brdEngine;
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}
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ai.nextMaxValue.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    var nextBrd = new this.brdEngine();
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    var maxMax = -1;
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    var bestDir;
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    for (var i = 0; i < ai.dirs.length; i++) {
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        var dir = ai.dirs[i];
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        if (origBrd[dir](nextBrd)) {
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            var max = nextBrd.score();
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            if (maxMax < max) {
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                maxMax = max;
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                bestDir = dir;
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            }
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        }
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    }
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    return bestDir;
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.nextMaxScore.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// N level deep on score value without random simulation.
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////////////////////////////////////////////////////////////////
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ai.deepMaxScore = function(brdEngine) {
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    this.brdEngine = brdEngine;
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}
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ai.deepMaxScore.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    var nextBrd = new this.brdEngine();
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    var prevScore = -1, nextScore = -1;
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    var maxScore = -1;
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    var bestDir;
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    for (var i = 0; i < ai.dirs.length; i++) {
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        var dir = ai.dirs[i];
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        if (origBrd[dir](nextBrd)) {
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            nextScore = nextBrd.score();
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            var score = this.bestScore(nextBrd);
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            // console.log("dir: %o, prevScore: %o, nextScore: %o, maxScore: %o, score: %o", dir, prevScore, nextScore, maxScore, score);
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            if (maxScore < score || (maxScore === score && prevScore < nextScore)) {
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                prevScore = nextScore;
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                maxScore = score;
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                bestDir = dir;
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            }
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        }
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    }
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    return bestDir;
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}
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ai.deepMaxScore.prototype.bestScore = function(brd, seenBrds) {
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    if (seenBrds) {
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        for (var i = 0; i < seenBrds.length; i++)
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            if (brd.equals(seenBrds[i]))
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                return 0;
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    } else {
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        seenBrds = [];
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    }
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    seenBrds.push(brd);
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    var currScore = brd.score();
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    var maxScore = currScore;
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    var nextBrd = new this.brdEngine();
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    for (var i = 0; i < ai.dirs.length; i++) {
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        if (brd[ai.dirs[i]](nextBrd)) {
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            var score = nextBrd.score();
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            if (score > currScore)
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                maxScore = Math.max(maxScore, this.bestScore(nextBrd, seenBrds));
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        }
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    }
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    return maxScore;
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.deepMaxScore.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// N level deep on score value + max value prefer corner,
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// without random simulation.
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////////////////////////////////////////////////////////////////
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/* cfg.cornerBonus - value to add if max value at corner. */
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/* cfg.edgeBonus - value to add if max value at edge. */
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ai.deepMaxScoreCorner = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = cfg || {};
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    this.cfg.cornerBonus = this.cfg.cornerBonus || 20000;
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    this.cfg.edgeBonus = this.cfg.edgeBonus || 100;
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    this.cfg.freeBonus = this.cfg.edgeBonus || 100;
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}
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ai.deepMaxScoreCorner.prototype.scoreCorner = function(brd) {
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    var score = brd.score();
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    var max = brd.max();
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    if (brd.atCorner(max))
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        score += this.cfg.cornerBonus;
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    else if (brd.atEdge(max))
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        score += this.cfg.edgeBonus;
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    score += brd.free() * this.cfg.freeBonus;
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    return score;
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}
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ai.deepMaxScoreCorner.prototype.scoreEdge = function(brd) {
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    var score = brd.score();
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    var max = brd.max();
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    if (brd.atEdge(max))
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        score += this.cfg.edgeBonus;
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    score += brd.free() * this.cfg.freeBonus;
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    return score;
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}
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ai.deepMaxScoreCorner.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    var nextBrd = new this.brdEngine();
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    var prevScore = -1, nextScore = -1;
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    var maxScore = -1;
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    var bestDir;
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    for (var i = 0; i < ai.dirs.length; i++) {
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        var dir = ai.dirs[i];
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        if (origBrd[dir](nextBrd)) {
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            nextScore = this.scoreCorner(nextBrd);
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            var score = this.bestScore(nextBrd);
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            // console.log("dir: %o, prevScore: %o, nextScore: %o, maxScore: %o, score: %o", dir, prevScore, nextScore, maxScore, score);
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            if (maxScore < score || (maxScore === score && prevScore < nextScore)) {
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                prevScore = nextScore;
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                maxScore = score;
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                bestDir = dir;
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            }
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        }
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    }
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    return bestDir;
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}
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ai.deepMaxScoreCorner.prototype.bestScore = function(brd, seenBrds) {
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    if (seenBrds) {
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        for (var i = 0; i < seenBrds.length; i++)
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            if (brd.equals(seenBrds[i]))
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                return 0;
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    } else {
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        seenBrds = [];
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    }
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    seenBrds.push(brd);
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    var currScore = this.scoreEdge(brd);
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    var maxScore = currScore;
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    var nextBrd = new this.brdEngine();
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    for (var i = 0; i < ai.dirs.length; i++) {
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        if (brd[ai.dirs[i]](nextBrd)) {
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            var score = this.scoreEdge(nextBrd);
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            if (score > currScore)
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                maxScore = Math.max(maxScore, this.bestScore(nextBrd, seenBrds));
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        }
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    }
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    return maxScore;
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.deepMaxScoreCorner.prototype.cleanup = function() { }
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21
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////////////////////////////////////////////////////////////////
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// N level deep with random simulation.
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////////////////////////////////////////////////////////////////
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/* cfg.cornerBonus - value to add if max value at corner. */
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/* cfg.edgeBonus - value to add if max value at edge. */
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ai.expectimax = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = cfg || {};
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    this.cfg.balance = this.cfg.balance || .9;
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    if (!this.cfg.depth || this.cfg.depth < 0 || 8 <= this.cfg.depth)
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        this.cfg.depth = 5;
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    this.cfg.cornerBonus = this.cfg.cornerBonus || 20000;
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    this.cfg.edgeBonus = this.cfg.edgeBonus || 100;
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    this.cfg.freeBonus = this.cfg.edgeBonus || 100;
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    this.cfg.weightPriority = this.cfg.weightPriority || 10;
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}
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ai.expectimax.prototype.lvl1Score = function(brd) {
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    var score = brd.score();
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    var max = brd.max();
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    if (brd.atCorner(max))
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        score += this.cfg.cornerBonus;
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    else if (brd.atEdge(max))
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        score += this.cfg.edgeBonus;
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    score += brd.free() * this.cfg.freeBonus;
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    return score;
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}
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ai.expectimax.prototype.lvlnScore = function(brd) {
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    var score = brd.score();
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    // var max = brd.max();
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    // if (brd.atCorner(max))
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    //     score += this.cfg.cornerBonus;
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    // else if (brd.atEdge(max))
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    //     score += this.cfg.edgeBonus;
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    // score += brd.free() * this.cfg.freeBonus;
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    return score;
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}
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ai.expectimax.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    var nextBrd = new this.brdEngine();
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    var prevScore = -1, nextScore = -1;
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    var maxWeight = -1;
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    var bestDir;
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    this.cleanup();
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    for (var i = 0; i < ai.dirs.length; i++) {
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        var dir = ai.dirs[i];
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        if (origBrd[dir](nextBrd)) {
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            nextScore = this.lvl1Score(nextBrd);
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            var weight = this.weight(nextBrd, 0);
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            // console.log("dir: %o, prevScore: %o, nextScore: %o, maxWeight: %o, weight: %o", dir, prevScore, nextScore, maxWeight, weight);
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            if (maxWeight + this.cfg.weightPriority < weight || (maxWeight <= weight && prevScore < nextScore)) {
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                prevScore = nextScore;
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                maxWeight = weight;
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                bestDir = dir;
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            }
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        }
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    }
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    this.cleanup();
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    return bestDir;
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}
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ai.expectimax.prototype.weight = function(brd, depth) {
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    if (depth === this.cfg.depth)
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        return this.lvlnScore(brd);
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    if (this.cache[depth]) {
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        var cache = this.cache[depth];
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        for (var i = cache.length-1; i >= 0; i--) {
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            if (brd.equals(cache[i].brd))
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                return cache[i].weight;
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        }
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    } else {
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        this.cache[depth] = [];
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    }
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    var weight = 0;
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    var free = 0;
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    for (var i = 0; i < 3; i++) {
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        for (var j = 0; j < 3; j++) {
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            if (brd.get(i, j) === 0) {
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                var randBoard = brd.copy();
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                randBoard.set(i, j, 1);
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                var nextBrd = new this.brdEngine();
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                var n = 0, w = 0;
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                for (var diri = 0; diri < ai.dirs.length; diri++) {
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                    if (randBoard[ai.dirs[diri]](nextBrd)) {
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                        w += this.weight(nextBrd, depth+1);
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                        n++;
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                    }
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                }
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                if (n > 0)
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                    w = w / n;
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                weight += this.cfg.balance * w;
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                randBoard.set(i, j, 2);
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                var n = 0, w = 0;
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                for (var diri = 0; diri < ai.dirs.length; diri++) {
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                    if (randBoard[ai.dirs[diri]](nextBrd)) {
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                        w += this.weight(nextBrd, depth+1);
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                        n++;
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                    }
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                }
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                if (n > 0)
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                    w = w / n;
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                weight += this.cfg.balance * w;
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                free++;
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            }
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        }
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    }
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    if (free > 0)
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        weight = weight / free;
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    this.cache[depth].push({brd: brd, weight: weight});
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    return weight;
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}
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/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
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ai.expectimax.prototype.cleanup = function() {
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    this.cache = [];
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}
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