diff --git a/src/BaseEvaluator.java b/src/BaseEvaluator.java index fa4e91a..213b758 100644 --- a/src/BaseEvaluator.java +++ b/src/BaseEvaluator.java @@ -14,7 +14,7 @@ public class BaseEvaluator implements Evaluator{ this.weights = this.wp.getWeights(file); } - private double dot(double[] a1, double[] a2){ // function for dot product + public double dot(double[] a1, double[] a2){ // function for dot product double res = 0; for(int i = 0; i < a1.length; i++){ res += (a1[i] * a2[i]); diff --git a/src/EndEvaluator.java b/src/EndEvaluator.java new file mode 100644 index 0000000..7a0c8ff --- /dev/null +++ b/src/EndEvaluator.java @@ -0,0 +1,31 @@ + +public class EndEvaluator extends LearningEvaluator { + + + public EndEvaluator(String file) { + super(file); + } + + public double evaluate(CheckersGameState s, int player) { + double endVal = 100; + + if(s.isTerminal()){ + if(s.winner() == player){ + return endVal; // what should this be? + } + else{ + return -endVal; // assuming only positive evalutions + } + } + double[] params = s.getFeatures(player); + double value = dot(this.weights, params); + if(value > endVal) { + value = endVal - 1; + } else if(value < -endVal) { + value = -endVal + 1; + } + return value; + + } + +} diff --git a/src/Learn.java b/src/Learn.java index 695a4a0..a98a69d 100644 --- a/src/Learn.java +++ b/src/Learn.java @@ -4,9 +4,9 @@ public class Learn{ CheckersAI alpha; CheckersAI beta; LearningEvaluator le; - LearningEvaluator endle; + EndEvaluator endle; BaseEvaluator be; - BaseEvaluator endbe; + EndEvaluator endbe; public static void main(String[] args){ Learn learn = new Learn(); @@ -17,8 +17,8 @@ public class Learn{ beta = new CheckersAI(be, 2); le = new LearningEvaluator("../src/weights/alpha.csv"); be = new BaseEvaluator("../src/weights/beta.csv"); - endle = new LearningEvaluator("../src/weights/endalpha.csv"); - endbe = new BaseEvaluator("../src/weights/endbeta.csv"); + endle = new EndEvaluator("../src/weights/endalpha.csv"); + endbe = new EndEvaluator("../src/weights/endbeta.csv"); } // need to decide what to do if we are going on the wrong track diff --git a/src/LearningEvaluator.java b/src/LearningEvaluator.java index 9ecd4b8..2806d33 100644 --- a/src/LearningEvaluator.java +++ b/src/LearningEvaluator.java @@ -46,7 +46,7 @@ public class LearningEvaluator extends BaseEvaluator{ reg.setNoIntercept(true); double[] new_weights = reg.estimateRegressionParameters(); //get parameters for(double x: new_weights){ - if(Math.abs(x) > 100000){ + if(Math.abs(x) > 1000000000){ System.out.println("bad data, not updating"); return; } diff --git a/src/RmCheckersClient.java b/src/RmCheckersClient.java index 19faf9b..136d59e 100644 --- a/src/RmCheckersClient.java +++ b/src/RmCheckersClient.java @@ -48,13 +48,15 @@ public class RmCheckersClient { protected String _myColor; public Evaluator e; + public Evaluator endEval; public CheckersAI ai; public CheckersGameState3 currentState; public RmCheckersClient(){ _socket = openSocket(); //e = new Evaluator00(); - e = new BaseEvaluator("weights/beta-hisotry.csv"); + e = new BaseEvaluator("weights/beta.csv"); + endEval = new EndEvaluator("../src/weights/endbeta.csv"); currentState = new CheckersGameState3(); user = _user1; password = _password1; @@ -63,7 +65,8 @@ public class RmCheckersClient { public RmCheckersClient(int player, String opponent){ _socket = openSocket(); - e = new BaseEvaluator("../src/weights/beta-history.csv"); + e = new BaseEvaluator("../src/weights/beta.csv"); + endEval = new EndEvaluator("../src/weights/endbeta.csv"); currentState = new CheckersGameState3(); user = player==1 ? _user1 : _user2; password = player==1 ? _password1 : _password2; @@ -150,7 +153,7 @@ public class RmCheckersClient { public void playGame(int player) { int minPly = 8; - int maxPly = 15; + int maxPly = 12; try { String msg = readAndEcho(); // initial message if(player == 1) { // black @@ -164,6 +167,7 @@ public class RmCheckersClient { while(currentState.actions().size()>0){ if(currentState.isEndGame() && minPly < maxPly){ minPly = maxPly; + ai.eval = endEval; } currentState.printState(); Move myMove = ai.minimax(currentState, minPly); diff --git a/src/weights/alpha.csv b/src/weights/alpha.csv index 032a04c..9cf5da9 100644 --- a/src/weights/alpha.csv +++ b/src/weights/alpha.csv @@ -336,3 +336,297 @@ 499.21555303666867, 2.413083813592882, 2.8840176364058774, 58.24151193289868, -3.1895920499078727, -3.0973007583331205, 7.314813487724077, 15.456439076123173, 10.079103817589784, 2.2099228659120684, 4.786859224858566 515.2542659785087, 2.3153692854046706, 2.619460476666087, 59.416518321126404, -4.029964218415245, -3.4141877412894703, 7.456184553857422, 18.19948604901524, 11.298592420842944, 3.692009010289796, 4.261705860976807 529.0427470000118, 1.7107735777943893, 3.2713193175973427, 63.04846828124584, -3.9799626317990295, -2.853825547512713, 6.090399999793986, 13.213833583569627, 9.006757107482876, 2.7963170039781198, 4.730989535063498 +472.1053508755841, 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