ai.js
author Oleksandr Gavenko <gavenkoa@gmail.com>
Wed, 24 Sep 2014 22:26:41 +0300
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parent 126 e634761d0432
child 135 935a500cea3b
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Add newline processing in report table cells.
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"use strict";
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/** @fileOverview AI modules. */
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/** @module */
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var ai = {};
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/** Directions. @constant */
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ai.dirs = ["up", "right", "down", "left"];
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/** Possible direction function names. @constant */
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ai.canDirs = ["canUp", "canRight", "canDown", "canLeft"];
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/** Create empty 'to' if argument missing. */
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ai.copyObj = function(from, to) {
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    if (to == null || typeof to !== "object")
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        to = {};
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    if (from == null || typeof from !== "object")
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        return to;
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    for (var attr in from) {
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        if (from.hasOwnProperty(attr))
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            to[attr] = from[attr];
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    }
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    return to;
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}
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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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// Blind random AI.
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////////////////////////////////////////////////////////////////
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/** Blind random AI.
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 * @param {Board} brdEngine  board engine from board.js
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 * @constructor */
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ai.BlindRandom = function(brdEngine) {
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    this.brdEngine = brdEngine;
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}
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ai.BlindRandom.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[ai.canDirs[rnd]]())
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            return ai.dirs[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.BlindRandom.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// Blind weight random AI.
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////////////////////////////////////////////////////////////////
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/**
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 * @name ai.BlindWeightRandom.cfg
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 * @namespace
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 * @property {number} left   weight
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 * @property {number} right  weight
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 * @property {number} up     weight
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 * @property {number} down   weight
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 */
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/** Blind weight random AI.
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 * @param {Board} brdEngine  board engine from board.js
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 * @param {ai.BlindWeightRandom.cfg} cfg  configuration settings
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 * @constructor */
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ai.BlindWeightRandom = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = ai.copyObj(ai.BlindWeightRandom.bestCfg);
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    ai.copyObj(cfg, this.cfg);
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    var total = this.cfg.left + this.cfg.right + this.cfg.up + this.cfg.down;
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    this.threshold1 = this.cfg.left/total;
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    this.threshold2 = (this.cfg.left + this.cfg.down)/total;
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    this.threshold3 = (this.cfg.left + this.cfg.down + this.cfg.right)/total;
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}
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ai.BlindWeightRandom.bestCfg = { left: 1, right: 16, up: 4, down: 8 };
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ai.BlindWeightRandom.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.random();
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        if (rnd < this.threshold1)
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            var dir = 0;
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        else if (rnd < this.threshold2)
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            var dir = 1;
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        else if (rnd < this.threshold3)
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            var dir = 2;
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        else
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            var dir = 3;
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        if (origBrd[ai.canDirs[dir]]())
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            return ai.dirs[dir];
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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.BlindWeightRandom.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// Blind cycle AI.
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////////////////////////////////////////////////////////////////
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/**
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 * @name ai.BlindCycle.cfg
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 * @namespace
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 * @property {boolean} whilePossible  move in one direction while possible
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 * @property {boolean} down           switch direction clockwise
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 */
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/** Blind cycle AI.
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 * @param {Board} brdEngine  board engine from board.js
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 * @param {ai.BlindCycle.cfg} cfg  configuration settings
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 * @constructor */
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ai.BlindCycle = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = cfg || {};
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    this.cfg.whilePossible = this.cfg.whilePossible || false;
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    this.cfg.clockwise = this.cfg.clockwise || false;
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}
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ai.BlindCycle.dirs = ["left", "down", "right", "up"];
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ai.BlindCycle.canDirs = ["canLeft", "canDown", "canRight", "canUp"];
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ai.BlindCycle.prototype.nextDir = function(dir) {
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    if (this.cfg.clockwise)
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        return (dir + (4-1)) % 4;
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    else
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        return (dir + 1) % 4;
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}
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ai.BlindCycle.prototype.analyse = function(brd) {
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    var origBrd = new this.brdEngine(brd);
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    this.prevDir = this.prevDir || 0;
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    if (!this.cfg.whilePossible)
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        this.prevDir = this.nextDir(this.prevDir);
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    while (true) {
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        if (origBrd[ai.BlindCycle.canDirs[this.prevDir]]())
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            return ai.BlindCycle.dirs[this.prevDir];
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        this.prevDir = this.nextDir(this.prevDir);
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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.BlindCycle.prototype.cleanup = function() {
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    delete this.prevDir;
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}
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////////////////////////////////////////////////////////////////
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// 1 step deep with linear weight function on score, max value,
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// bonuses for max value stay at corner or edge and bonuses
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// for each free field.
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////////////////////////////////////////////////////////////////
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/**
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 * Defines coefficient for linear resulted weight function.
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 * @name ai.OneStepAhead.cfg
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 * @namespace
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 * @property {number} scoreCoef    multiplicator for score
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 * @property {number} maxValCoef   multiplicator for max value
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 * @property {number} cornerBonus  bonus for max value at board corner
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 * @property {number} edgeBonus    bonus for max value at board edge
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 * @property {number} freeBonus    bonus for each free cell
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 */
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/** 1 step deep with * AI.
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 * @param {Board} brdEngine  board engine from board.js
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 * @param {ai.OneStepAhead.cfg} cfg  configuration settings
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 * @constructor */
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ai.OneStepAhead = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = ai.copyObj(ai.OneStepAhead.bestCfg);
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    ai.copyObj(cfg, this.cfg);
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}
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ai.OneStepAhead.bestCfg = {scoreCoef: 1, maxValCoef: 0, cornerBonus: 0, edgeBonus: 0, freeBonus: 0};
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ai.OneStepAhead.prototype.weight = function(brd) {
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    var weight = 0;
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    if (this.cfg.scoreCoef > 0)
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        weight += this.cfg.scoreCoef * brd.score();
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    var max = brd.max();
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    if (this.cfg.maxValCoef > 0)
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        weight += this.cfg.maxValCoef * max;
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    if (this.cfg.cornerBonus > 0 && brd.atCorner(max))
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        weight += this.cfg.cornerBonus;
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    if (this.cfg.edgeBonus > 0 && brd.atEdge(max))
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        weight += this.cfg.edgeBonus;
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    if (this.cfg.freeBonus > 0)
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        weight += this.cfg.freeBonus * brd.free();
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    return weight;
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}
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ai.OneStepAhead.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 maxWeight = -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 weight = this.weight(nextBrd);
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            if (maxWeight < weight) {
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                bestDir = dir;
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                maxWeight = weight;
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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.OneStepAhead.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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/**
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 * Defines coefficient for linear resulted weight function.
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 * @name ai.StaticDeepMerges.cfg
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 * @namespace
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 * @property {number} scoreCoef    multiplicator for score
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 * @property {number} maxValCoef   multiplicator for max value
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 * @property {number} cornerBonus  bonus for max value at board corner
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 * @property {number} edgeBonus    bonus for max value at board edge
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 * @property {number} freeBonus    bonus for each free cell
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 */
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/** Deep merges AI without random simulation.
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 * @param {Board} brdEngine  board engine from board.js
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 * @param {Object} cfg  configuration settings
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 * @constructor */
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ai.StaticDeepMerges = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = ai.copyObj(ai.OneStepAhead.bestCfg);
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    ai.copyObj(cfg, this.cfg);
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}
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ai.StaticDeepMerges.bestCfg = {scoreCoef: 1, maxValCoef: 0, cornerBonus: 0, edgeBonus: 0, freeBonus: 0, weightThreshold: 10};
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ai.StaticDeepMerges.prototype.weight = function(brd) {
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    var weight = 0;
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    if (this.cfg.scoreCoef > 0)
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        weight += this.cfg.scoreCoef * brd.score();
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    var max = brd.max();
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    if (this.cfg.maxValCoef > 0)
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        weight += this.cfg.maxValCoef * max;
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    if (this.cfg.cornerBonus > 0 && brd.atCorner(max))
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        weight += this.cfg.cornerBonus;
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    if (this.cfg.edgeBonus > 0 && brd.atEdge(max))
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        weight += this.cfg.edgeBonus;
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    if (this.cfg.freeBonus > 0)
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        weight += this.cfg.freeBonus * brd.free();
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    return weight;
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}
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ai.StaticDeepMerges.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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    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 weight = this.evalFn(nextBrd);
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            var ok = (weight - maxWeight) > this.cfg.weightThreshold;
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            if ( ! ok && maxWeight <= weight) {
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                nextScore = this.weight(nextBrd);
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                ok = prevScore < nextScore;
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            }
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            if (ok) {
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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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    return bestDir;
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}
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ai.StaticDeepMerges.prototype.evalFn = function(brd) {
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    var currScore = brd.score();
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    var maxWeight = 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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                maxWeight = Math.max(maxWeight, this.evalFn(nextBrd));
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        }
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    }
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    return maxWeight;
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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.StaticDeepMerges.prototype.cleanup = function() { }
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////////////////////////////////////////////////////////////////
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// N level deep with random simulation.
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////////////////////////////////////////////////////////////////
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/**
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 * Defines coefficient for linear resulted weight function.
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 * @name ai.expectimax.cfg
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 * @namespace
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 * @property {number} scoreCoef    multiplicator for score
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 * @property {number} maxValCoef   multiplicator for max value
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 * @property {number} cornerBonus  bonus for max value at board corner
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 * @property {number} edgeBonus    bonus for max value at board edge
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 * @property {number} freeBonus    bonus for each free cell
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 */
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/** N level deep with random simulation.
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 * @param {Board} brdEngine  board engine from board.js
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 * @param {ai.expectimax.cfg} cfg  configuration settings
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 * @constructor */
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ai.expectimax = function(brdEngine, cfg) {
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    this.brdEngine = brdEngine;
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    this.cfg = ai.copyObj(ai.expectimax.bestCfg);
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    ai.copyObj(cfg, this.cfg);
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    if (this.cfg.balance <= 0)
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        this.cfg.balance = ai.expectimax.bestCfg.balance;
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    if ( this.cfg.balance > 1)
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        this.cfg.balance = 1;
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    if (!this.cfg.depth || this.cfg.depth < 0 || 9 <= this.cfg.depth)
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        this.cfg.depth = ai.expectimax.bestCfg.depth;
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   323
}
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ai.expectimax.bestCfg = {balance: .9, depth: 5, scoreCoef: 1, maxValCoef: 0, cornerBonus: 0, edgeBonus: 0, freeBonus: 0};
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ai.expectimax.prototype.weight = function(brd) {
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   326
    var score = 0;
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    var cfg = this.cfg;
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    if (cfg.scoreCoef > 0)
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        score += cfg.scoreCoef * brd.score();
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   330
    if (cfg.maxValCoef > 0 || cfg.cornerBonus > 0 || cfg.edgeBonus > 0) {
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   331
        var max = brd.max();
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   332
        if (cfg.maxValCoef > 0)
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   333
            score += cfg.maxValCoef * max;
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   334
        if (cfg.cornerBonus > 0)
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   335
            if (brd.atCorner(max))
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   336
                score += cfg.cornerBonus;
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   337
        if (cfg.edgeBonus > 0)
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   338
            if (brd.atEdge(max))
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   339
                score += cfg.edgeBonus;
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   340
        if (cfg.freeBonus > 0)
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   341
            score += cfg.freeBonus * brd.free();
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   342
    }
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   343
    return score;
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   344
}
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   345
ai.expectimax.prototype.analyse = function(brd) {
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   346
    var origBrd = new this.brdEngine(brd);
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   347
    var nextBrd = new this.brdEngine();
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   348
    var maxW = -1;
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   349
    var bestDir;
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   350
    this.cleanup();
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   351
    this.depthLimit = this.cfg.depth;
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   352
    var free = origBrd.free();
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   353
    if (free >= 6)
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   354
        this.depthLimit = Math.min(this.depthLimit, 6 - free/3);
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   355
    for (var i = 0; i < ai.dirs.length; i++) {
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   356
        var dir = ai.dirs[i];
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   357
        if (origBrd[dir](nextBrd)) {
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   358
            var w = this.evalFn(nextBrd, 1);
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   359
            if (w > maxW) {
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   360
                maxW = w;
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   361
                bestDir = dir;
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diff changeset
   362
            }
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diff changeset
   363
        }
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diff changeset
   364
    }
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   365
    this.cleanup();
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   366
    return bestDir;
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   367
}
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   368
ai.expectimax.prototype.evalFn = function(brd, depth) {
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   369
    if (depth >= this.depthLimit)
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   370
        return this.weight(brd);
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   371
    if (this.cache[depth]) {
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   372
        var cache = this.cache[depth];
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   373
        for (var i = cache.length-1; i >= 0; i--) {
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   374
            if (brd.equals(cache[i].brd))
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   375
                return cache[i].weight;
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   376
        }
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diff changeset
   377
    } else {
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   378
        this.cache[depth] = [];
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diff changeset
   379
    }
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4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   380
    var wMin = +Infinity;
21
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parents: 20
diff changeset
   381
    for (var i = 0; i < 3; i++) {
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   382
        for (var j = 0; j < 3; j++) {
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   383
            if (brd.get(i, j) === 0) {
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   384
                var randBoard = brd.copy();
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   385
                randBoard.set(i, j, 1);
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   386
                var nextBrd = new this.brdEngine();
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4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
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parents: 122
diff changeset
   387
                var wMax2 = 0;
21
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   388
                for (var diri = 0; diri < ai.dirs.length; diri++) {
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4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
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parents: 122
diff changeset
   389
                    if (randBoard[ai.dirs[diri]](nextBrd))
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
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parents: 122
diff changeset
   390
                        wMax2 = Math.max(wMax2, this.evalFn(nextBrd, depth+1));
21
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parents: 20
diff changeset
   391
                }
124
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parents: 122
diff changeset
   392
                var wMax4 = 0;
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93cb48b73b39 Enable config for expectimax. Fix weight function for expectimax.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 60
diff changeset
   393
                if (this.cfg.balance < 1) {
93cb48b73b39 Enable config for expectimax. Fix weight function for expectimax.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 60
diff changeset
   394
                    randBoard.set(i, j, 2);
93cb48b73b39 Enable config for expectimax. Fix weight function for expectimax.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 60
diff changeset
   395
                    for (var diri = 0; diri < ai.dirs.length; diri++) {
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4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   396
                        if (randBoard[ai.dirs[diri]](nextBrd))
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   397
                            wMax4 = Math.max(wMax4, this.evalFn(nextBrd, depth+1));
21
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parents: 20
diff changeset
   398
                    }
124
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   399
                    var balance = this.cfg.balance;
21
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   400
                }
124
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   401
                wMin = Math.min(wMin, balance * wMax2 + (1 - balance) * wMax4);
21
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   402
            }
ed0292f0c7c6 Expectimax implementation.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 20
diff changeset
   403
        }
ed0292f0c7c6 Expectimax implementation.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 20
diff changeset
   404
    }
124
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   405
    this.cache[depth].push({brd: brd, weight: wMin});
4a2551dd179d Fix: expectimax select best move which lead to less danger among all worst.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 122
diff changeset
   406
    return wMin;
21
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   407
}
ed0292f0c7c6 Expectimax implementation.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 20
diff changeset
   408
/* Mark that next board will be unrelated to previous, so any stored precompution can be cleared. */
ed0292f0c7c6 Expectimax implementation.
Oleksandr Gavenko <gavenkoa@gmail.com>
parents: 20
diff changeset
   409
ai.expectimax.prototype.cleanup = function() {
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   410
    this.cache = [];
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   411
}
ed0292f0c7c6 Expectimax implementation.
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parents: 20
diff changeset
   412