diff --git a/test.py b/test.py deleted file mode 100644 index ee393dfe1b8cdee419614f2e61a6eb6ea73238a1..0000000000000000000000000000000000000000 --- a/test.py +++ /dev/null @@ -1,193 +0,0 @@ -import matplotlib -matplotlib.use("TkAgg") -import matplotlib.pyplot as plt - -from tkinter import * -from logic import * -from random import * -from agent import * -from agent_afterstate import * -import numpy as np -import pickle -import time -import sys -from optparse import OptionParser -import os - - -TRAIN = 2000 -SIZE = 500 -GRID_LEN = 4 -GRID_PADDING = 10 - -BACKGROUND_COLOR_GAME = "#92877d" -BACKGROUND_COLOR_CELL_EMPTY = "#9e948a" -BACKGROUND_COLOR_DICT = { 2:"#eee4da", 4:"#ede0c8", 8:"#f2b179", 16:"#f59563", \ - 32:"#f67c5f", 64:"#f65e3b", 128:"#edcf72", 256:"#edcc61", \ - 512:"#edc850", 1024:"#edc53f", 2048:"#edc22e" } -CELL_COLOR_DICT = { 2:"#776e65", 4:"#776e65", 8:"#f9f6f2", 16:"#f9f6f2", \ - 32:"#f9f6f2", 64:"#f9f6f2", 128:"#f9f6f2", 256:"#f9f6f2", \ - 512:"#f9f6f2", 1024:"#f9f6f2", 2048:"#f9f6f2" } -FONT = ("Verdana", 40, "bold") - -class GameGrid(Frame): - def __init__(self,args=None): - - for k in list(args.keys()): - if args[k] == None: - args.pop(k) - else : - args[k] = float(args[k]) - if "train" in args.keys(): - self.train = args["train"] - args.pop("train") - else: - self.train = TRAIN - self.DISPLAY = True - if self.DISPLAY: - Frame.__init__(self) - self.commands = { Action.UP: up, Action.DOWN: down, Action.LEFT: left, Action.RIGHT: right} - - self.grid_cells = [] - if self.DISPLAY: - self.grid() - self.master.title('2048') - self.init_grid() - self.reset() - self.history = [] - self.count = 0 - # self.agent = RandomAgent() - self.agent = afterstateAgent(self.matrix,**args) - f = open("train_0.0025_0.5_0.0_result_after_2000.txt",'rb') - self.agent.W = pickle.load(f) - - if self.DISPLAY: - self.key_down() - self.mainloop() - else: - while self.count<=self.train: - self.key_down() - - def reset(self): - self.init_matrix() - if self.DISPLAY: - self.update_grid_cells() - - def init_grid(self): - background = Frame(self, bg=BACKGROUND_COLOR_GAME, width=SIZE, height=SIZE) - background.grid() - for i in range(GRID_LEN): - grid_row = [] - for j in range(GRID_LEN): - cell = Frame(background, bg=BACKGROUND_COLOR_CELL_EMPTY, width=SIZE/GRID_LEN, height=SIZE/GRID_LEN) - cell.grid(row=i, column=j, padx=GRID_PADDING, pady=GRID_PADDING) - # font = Font(size=FONT_SIZE, family=FONT_FAMILY, weight=FONT_WEIGHT) - t = Label(master=cell, text="", bg=BACKGROUND_COLOR_CELL_EMPTY, justify=CENTER, font=FONT, width=4, height=2) - t.grid() - grid_row.append(t) - - self.grid_cells.append(grid_row) - - def gen(self): - return randint(0, GRID_LEN - 1) - - def init_matrix(self): - self.matrix = new_game(4) - - self.matrix=add_two(self.matrix) - self.matrix=add_two(self.matrix) - - def update_grid_cells(self): - for i in range(GRID_LEN): - for j in range(GRID_LEN): - new_number = self.matrix[i][j] - if new_number == 0: - self.grid_cells[i][j].configure(text="", bg=BACKGROUND_COLOR_CELL_EMPTY) - else: - self.grid_cells[i][j].configure(text=str(new_number), bg=BACKGROUND_COLOR_DICT[new_number], fg=CELL_COLOR_DICT[new_number]) - self.update_idletasks() - - def key_down(self): - - if self.count>=1: - self.agent.verbose = False - if self.agent.count >10000: - self.agent.verbose = True - self.agent.set_state(self.matrix) - key = self.agent.act() - self.matrix,done = self.commands[key](self.matrix) - reward = 0 - if done: - self.matrix = add_two(self.matrix) - if self.DISPLAY: - self.update_grid_cells() - if done!=1: - reward += done - # print(reward) - # else: - # reward = -0.5 - - - - if game_state(self.matrix)=='win': - print("win") - # self.grid_cells[1][1].configure(text="You",bg=BACKGROUND_COLOR_CELL_EMPTY) - # self.grid_cells[1][2].configure(text="Win!",bg=BACKGROUND_COLOR_CELL_EMPTY) - if game_state(self.matrix)=='lose': - if self.agent.explore>0: - print("explore: "+ str(self.agent.explore)) - # reward = -10 - # reward = np.log(np.max(self.matrix)) - # self.grid_cells[1][1].configure(text="You",bg=BACKGROUND_COLOR_CELL_EMPTY) - # self.grid_cells[1][2].configure(text="Lose!",bg=BACKGROUND_COLOR_CELL_EMPTY) - print(str(self.count) + " : " + str(np.max(self.matrix))) - - # self.agent.update(self.matrix, reward) - - if (game_state(self.matrix)=='win' ) or (game_state(self.matrix)=='lose'): - # print(self.agent.W) - if (self.count == self.train): - f = open("train_" +str(self.agent.alpha) +"_"+str(self.agent.TD_lambda)+"_"+str(self.agent.symmetric)+"_result_after_"+str(self.count)+".txt",'wb') - pickle.dump(self.agent.W ,f) - f.close() - f = open("train_" +str(self.agent.alpha) +"_"+str(self.agent.TD_lambda)+"_"+str(self.agent.symmetric)+"_history_after_"+str(self.count)+".txt",'wb') - np.savetxt(f, self.history) - f.close() - self.history += [np.max(self.matrix)] - self.agent.reset() - self.count += 1 - self.reset() - # plt.plot(self.history) - # plt.show() - # print(reward) - - # self.matrix - - if (self.DISPLAY): - # Tell Tkinter to wait DELTA_TIME seconds before next iteration - self.after(50, self.key_down) - - def generate_next(self): - index = (self.gen(), self.gen()) - while self.matrix[index[0]][index[1]] != 0: - index = (self.gen(), self.gen()) - self.matrix[index[0]][index[1]] = 2 - -if __name__ == '__main__': - parser = OptionParser() - parser.add_option("-g", "--TD", dest="TD_lambda", help ="TD_lambda the forget coefficient") - parser.add_option("-a", "--alpha", dest="alpha", help ="alpha the learning rate") - parser.add_option("-t", "--train", dest="train", help ="training episodes") - parser.add_option("-s", "--symmetric", dest="symmetric", help ="symmetric sampling") - parser.add_option("-e", "--epsilon", dest="epsilon", help ="epsilon the exploration") - parser.add_option("-u", "--tuple", dest="tuple", help ="the tuple to use") - (options,args)= parser.parse_args() - print(vars(options)) - f = open("train_0.0025_0.5_0.0_history_after_2000.txt",'rb') - history = np.loadtxt(f) - f.close() - plt.plot(history) - plt.show() - start_time = time.time() - gamegrid = GameGrid(vars(options)) - print("--- %s seconds ---" % (time.time() - start_time)) diff --git a/train_0.0025_0.0_True_history_after_2000.txt b/train_0.0025_0.0_True_history_after_2000.txt deleted file mode 100644 index 97647aac61480b0d00ea1f3027e28106cf3d2933..0000000000000000000000000000000000000000 --- a/train_0.0025_0.0_True_history_after_2000.txt +++ /dev/null @@ -1,2000 +0,0 @@ -2.560000000000000000e+02 -1.280000000000000000e+02 -1.280000000000000000e+02 -1.280000000000000000e+02 -1.280000000000000000e+02 -5.120000000000000000e+02 -2.560000000000000000e+02 -2.560000000000000000e+02 -1.280000000000000000e+02 -2.560000000000000000e+02 -2.560000000000000000e+02 -5.120000000000000000e+02 -2.560000000000000000e+02 -2.560000000000000000e+02 -1.280000000000000000e+02 -6.400000000000000000e+01 -1.280000000000000000e+02 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