#Evaluate Game
winner[int(world.get_winner())] += 1
if ((counter % log_interval) == log_interval - 1):
print 'W_i min :',bot_RL.mlp.W_i.min(), ' W_i max :', bot_RL.mlp.W_i.max()
print 'W_o min :',bot_RL.mlp.W_o.min(), ' W_o max :', bot_RL.mlp.W_o.max()
if (draw_graph == True):
win[0].append(winner[0])
win[1].append(winner[1])
win[2].append(winner[2])
scale.append(counter)
plt.plot(scale, win[0], label='Draw')
plt.plot(scale, win[1], label='Win')
plt.plot(scale, win[2], label='Lose')
plt.legend(loc='lower left')
plt.show()
#bot_1.load_data("data_loose")
print 'counter :', counter+1, ' [draw, won, lost] :', winner
winner = [0,0,0]
if ((counter % save_interval) == save_interval - 1):
bot_RL.save_data(save_filename)
#print 'counter :', counter, ' steps :', steps, ' wins :', winner_1
#print "-----", counter, "-----"
#print world.get_winner()
#world.print_world()
#print 'winner :', world.get_winner(), '\n'
