if mode == 'NextOne':
player = NextOne(Stone("○"),name,education_bord)
elif mode == 'CountStone':
player = CountStone(Stone("○"),name,education_bord)
elif mode == 'Random':
player = Random(Stone("○"),name,education_bord)
elif mode == 'Q_learning':
player = Q_learning(Stone("○"),name,education_bord)
elif mode == 'Naive':
player = Naive(Stone("○"),name,education_bord)
elif mode == 'MLP':
player = MLP_p(Stone("○"),name,education_bord)
return player
player1 = get_player('MLP','P1','black')
player2 = get_player('Random','P2','white')
player1.battleMode()
game = Othello(nplay=600,show_result=True,show_board=False)
game.play(player1,player2)
# player2 = get_player('Q_learning','P2','white','no')
# game = Othello(nplay=120000,show_result=True,show_board=False)
# game.play(player1,player2)
# player1.q.save('p1.pickle')
# player2.q.save('p2.pickle')
# player1.battleMode()
# print()
# player2 = get_player('Random','P2','white')
# game = Othello(nplay=600,show_result=True,show_board=False)
# game.play(player1,player2)
from Othello import Othello
from Othello import AI
import numpy as np
import matplotlib.pyplot as plt
generation = int(input('Which generation do you wish to play against:'))
w1 = np.load('weights\weight-Gen{:03d}-1.npy'.format(generation))
w2 = np.load('weights\weight-Gen{:03d}-2.npy'.format(generation))
ai = AI(weight1=w1, weight2=w2)
player = int(
input(
'Which player do you wish to be (black: -1, white: 1) (or choose another ai):'
))
game = Othello()
print(np.average(np.abs(w1)))
print(np.average(np.abs(w2)))
if player > 1:
w1 = np.load('weights\weight-Gen{:03d}-1.npy'.format(player))
w2 = np.load('weights\weight-Gen{:03d}-2.npy'.format(player))
ai2 = AI(weight1=w1, weight2=w2)
ai.set_name('Gen' + str(generation))
ai2.set_name('Gen' + str(player))
game.play_self(ai, ai2, display_board=True)
else:
game.play(ai, player)
# n, bins, patches = plt.hist(w1, 50, normed=1, facecolor='green', alpha=0.75)
# plt.show()
