From 6d4e364f8d9fef9cc6ab34bac15853ffe9535d49 Mon Sep 17 00:00:00 2001 From: rodude123 Date: Wed, 6 Sep 2023 15:06:20 +0100 Subject: [PATCH] Bug fixes to the RL algorithm and some tests --- .idea/draughts.iml | 2 +- Report.pdf | Bin 421957 -> 0 bytes main.py | 45 +++++++++++++-- .../ReinforcementLearning.py | 53 ++++++++---------- results.py | 27 +++++++++ utilities/Board.py | 42 +++++++++++--- 6 files changed, 124 insertions(+), 45 deletions(-) delete mode 100644 Report.pdf create mode 100644 results.py diff --git a/.idea/draughts.iml b/.idea/draughts.iml index 3c96bee..3858d78 100644 --- a/.idea/draughts.iml +++ b/.idea/draughts.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/Report.pdf b/Report.pdf deleted file mode 100644 index 3f309d93ea9755b3fb62d81b254ad85ff298426f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 421957 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zTe{)@to7g41aJKB(@E%0p`7nq*DakGPgtFS6mtK01nKH#;^O8BeZ+yv%^|=A tuple: """ @@ -48,7 +49,7 @@ class ReinforcementLearning(): """ self.board = board self.state = self._convertState(self.board.board) - self.actionSpace = self._encodeMoves(self.colour, self.board) + self.actionSpace = self.encodeMoves(self.colour, self.board) if len(self.actionSpace) == 0: return self.score, None @@ -61,7 +62,7 @@ class ReinforcementLearning(): return self.score, nextState - def _buildMainModel(self) -> Sequential: + def buildMainModel(self) -> Sequential: """ Build the model for the AI :return: the model @@ -69,26 +70,24 @@ class ReinforcementLearning(): # Board model modelLayers = [ Lambda(lambda x: tf.reshape(x, [-1, 32])), - Dense(256, activation='relu'), + Dense(512, activation='relu', kernel_regularizer=regularizers.l2(0.01)), Dropout(0.2), - Dense(128, activation='relu'), + Dense(256, activation='relu', kernel_regularizer=regularizers.l2(0.01)), Dropout(0.2), - Dense(64, activation='relu'), + Dense(128, activation='relu', kernel_regularizer=regularizers.l2(0.01)), + Dropout(0.2), + Dense(64, activation='relu', kernel_regularizer=regularizers.l2(0.01)), Dropout(0.2), Dense(32, activation='relu', kernel_regularizer=regularizers.l2(0.01)), Dropout(0.2), - Dense(16, activation='relu', kernel_regularizer=regularizers.l2(0.01)), - Dropout(0.2), - Dense(1, activation='linear', kernel_regularizer=regularizers.l2(0.01)) + Dense(16, activation='linear', kernel_regularizer=regularizers.l2(0.01)) ] boardModel = Sequential(modelLayers) # boardModel.add(BatchNormalization()) - boardModel.compile(optimizer=Adam(learning_rate=0.0001), loss='mean_squared_error') + boardModel.compile(optimizer=Adam(learning_rate=self.learningRate), loss='mean_squared_error') boardModel.build(input_shape=(None, None)) - print(boardModel.summary()) - return boardModel def _replay(self) -> None: @@ -111,7 +110,7 @@ class ReinforcementLearning(): # Encoded moves encodedMoves = [] for state in states: - encodedMoves.append(self._encodeMoves(self.colour, state)) + encodedMoves.append(self.encodeMoves(self.colour, state)) # Calculate targets targets = [] @@ -126,7 +125,7 @@ class ReinforcementLearning(): encodedMoves = np.array([np.pad(m, (0, self.maxSize - len(m)), 'constant', constant_values=(1, 1)) for m in encodedMoves]) targets = np.array(targets) - self.model.fit(self._normalise(encodedMoves), self._normalise(targets), epochs=20) + self.model.fit(self.normalise(encodedMoves), self.normalise(targets), epochs=20) if self.epsilon > self.epsilonMin: self.epsilon *= self.epsilonDecay @@ -160,8 +159,10 @@ class ReinforcementLearning(): return self.actionSpace[0] encodedMoves = np.squeeze(self.actionSpace) encodedMoves = np.pad(encodedMoves, (0, self.maxSize - len(encodedMoves)), 'constant', constant_values=(1, 1)) - act_values = self.model.predict(self._normalise(encodedMoves)) - return self.actionSpace[np.argmax(act_values[0])] + act_values = self.model.predict(self.normalise(encodedMoves)) + val = np.argmax(act_values[0]) + val = val if val < len(self.actionSpace) else len(self.actionSpace) - 1 + return self.actionSpace[val] def resetScore(self): self.score = 0 @@ -209,20 +210,14 @@ class ReinforcementLearning(): def _maxNextQ(self) -> float: colour = WHITE if self.colour == GREEN else GREEN - encodedMoves = self._encodeMoves(colour, self.board) + encodedMoves = self.encodeMoves(colour, self.board) if len(encodedMoves) == 0: return -1 paddedMoves = np.array(np.pad(encodedMoves, (0, self.maxSize - len(encodedMoves)), 'constant', constant_values=(1, 1))) - # paddedMoves = np.reshape(paddedMoves, (32, 8, 8)) - # paddedMoves = paddedMoves / np.max(paddedMoved - # paddedMoves = paddedMoves.reshape(32,) - # pm = tf.convert_to_tensor(paddedMoves, dtype=tf.float32) - # pm = tf.reshape(pm, [32]) - print(paddedMoves.shape) - nextQValues = self.model.predict_on_batch(self._normalise(paddedMoves)) + nextQValues = self.model.predict_on_batch(self.normalise(paddedMoves)) return np.max(nextQValues) - def _encodeMoves(self, colour: int, board: Board) -> list: + def encodeMoves(self, colour: int, board: Board) -> list: """ Encodes the moves into a list encoded moves :param colour: colour of the player @@ -243,10 +238,8 @@ class ReinforcementLearning(): diff = np.nonzero(diff) return diff - def _normalise(self, data): + def normalise(self, data): """ Normalise the data """ - for i in range(len(data)): - data[i] = data[i] / np.linalg.norm(data[i]) - return data + return data / 10000 \ No newline at end of file diff --git a/results.py b/results.py new file mode 100644 index 0000000..3573d0a --- /dev/null +++ b/results.py @@ -0,0 +1,27 @@ +import matplotlib.pyplot as plt + +from utilities.constants import GREEN, WHITE + +# winners = [] +with open("winners.txt") as f: + winners = f.readlines() + +winners = [int(x.strip()) for x in winners] + + +fig, ax = plt.subplots() +bar = ax.bar(["Draw", "White", "Green"], [winners.count(0), winners.count(WHITE), winners.count(GREEN)]) +ax.set(xlabel='Winner', ylabel='Frequency', ylim=[0, 500]) +ax.set_title("Winners") +ax.bar_label(bar) +plt.show() + + +with open("rewardsA.txt") as f: + totalReward = f.readlines() + + +plt.plot([i for i in range(len(totalReward))], totalReward) +plt.xlabel("Games") +plt.ylabel("Reward") +plt.show() \ No newline at end of file diff --git a/utilities/Board.py b/utilities/Board.py index b4387a3..d01954b 100644 --- a/utilities/Board.py +++ b/utilities/Board.py @@ -63,19 +63,44 @@ class Board: if piece != 0: if piece.colour == GREEN: self.greenLeft -= 1 - return + continue self.whiteLeft -= 1 def getAllMoves(self, colour): moves = [] + possibleMoves = [] + possiblePieces = [] + pieces = self.getAllPieces(colour) + hasForcedCapture = False - for piece in self.getAllPieces(colour): + for piece in pieces: validMoves = self.getValidMoves(piece) - for move, skip in validMoves.items(): - tempBoard = deepcopy(self) - tempPiece = tempBoard.getPiece(piece.row, piece.col) - newBoard = self._simulateMove(tempPiece, move, tempBoard, skip) - moves.append(newBoard) + + # Check if there are forced capture moves for this piece + forcedCaptureMoves = [move for move, skip in validMoves.items() if skip] + if forcedCaptureMoves: + hasForcedCapture = True + possiblePieces.append(piece) + possibleMoves.append({move: skip for move, skip in validMoves.items() if skip}) + + if hasForcedCapture: + # If there are forced capture moves, consider only those + for i in range(len(possibleMoves)): + for move, skip in possibleMoves[i].items(): + tempBoard = deepcopy(self) + tempPiece = tempBoard.getPiece(possiblePieces[i].row, possiblePieces[i].col) + newBoard = self._simulateMove(tempPiece, move, tempBoard, skip) + moves.append(newBoard) + else: + # If no forced capture moves, consider all valid moves + for piece in pieces: + validMoves = self.getValidMoves(piece) + for move, skip in validMoves.items(): + tempBoard = deepcopy(self) + tempPiece = tempBoard.getPiece(piece.row, piece.col) + newBoard = self._simulateMove(tempPiece, move, tempBoard, skip) + moves.append(newBoard) + return moves def _simulateMove(self, piece, move, board, skip): @@ -134,6 +159,7 @@ class Board: forcedCapture = forced else: forcedCapture = forced + return forcedCapture def scoreOfTheBoard(self): @@ -241,7 +267,7 @@ class Board: def _decode(self, move): # Split digits back out str_code = str(move) - print(str_code) + # print(str_code) start_row = int(str_code[0]) start_col = int(str_code[1]) end_row = int(str_code[2])