def check_if_game_over_single_player(l1, l2, options, game, rounds):
if options.display:
game_interface.curses_init_round(game)
if l1 <= 0:
debug_str = 'Single player mode: lasted %d rounds' % rounds
# Need to end the game
if options.display:
game_interface.curses_debug(1, debug_str)
else:
print debug_str
sys.stdin.read(1)
if options.display:
game_interface.curses_close()
return True
return False
def get_move(view, cmd, options, player_id):
def timeout_handler(signum, frame):
raise TimeoutException()
signal.signal(signal.SIGALRM, timeout_handler)
signal.alarm(1)
try:
(mv, eat) = cmd(view)
# Clear the alarm.
signal.alarm(0)
except TimeoutException:
# Return a random value
# Should probably log this to the interface
(mv, eat) = (random.randint(0, 4), False)
error_str = 'Error in move selection (%d).' % view.GetRound()
if options.display:
game_interface.curses_debug(player_id, error_str)
else:
print error_str
return (mv, eat)
def get_move(view, cmd, options, player_id):
def timeout_handler(signum, frame):
raise TimeoutException()
signal.signal(signal.SIGALRM, timeout_handler)
signal.alarm(1)
try:
(mv, eat) = cmd(view)
# Clear the alarm.
signal.alarm(0)
except TimeoutException:
# Return a random value
# Should probably log this to the interface
(mv, eat) = (random.randint(0, 4), False)
error_str = 'Error in move selection (%d).' % view.GetRound()
if options.display:
game_interface.curses_debug(player_id, error_str)
else:
print error_str
return (mv, eat)
def get_move(view):
eat=False
#the output to determine how good this method is
ratio=open("ratio.txt","a")
#check if the plant you just ate was Nut or Poi and record it
"""
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
game_interface.curses_debug(2, "POISON")
ratio.write("POISON \n")
poi_lis=[]
img=[]
for i in xrange(11):
img_temp=view.GetImage()
poi_lis.append(img_temp)
#trying to even out the noise. Will make a new data point which only has the
#majority value out of 11 tries in each spot
for a in range(36):
zero=0
one=0
for b in range(11):
if poi_lis[b][a]==0:
zero+=1
else:
one+=1
#builds the new list
if zero>one:
img.append(0)
else:
img.append(1)
text_file=open("PoisonK_Neigh.txt","a")
text_file.write(str(img)+"\n")
#pickle.dump(img,text_file)
#text_file.write("\n")
text_file.close()
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
game_interface.curses_debug(2, "HAPPINESS")
ratio.write("NUTRITIOUS \n")
nut_lis=[]
img=[]
for i in xrange(11):
img_temp=view.GetImage()
nut_lis.append(img_temp)
#trying to even out the noise. Will make a new data point which only has the
#majority value out of 11 tries in each spot
for a in range(36):
zero=0
one=0
for b in range(11):
if nut_lis[b][a]==0:
zero+=1
else:
one+=1
#builds the new list
if zero>one:
img.append(0)
else:
img.append(1)
text_file=open("NutritiousK_Neigh.txt","a")
text_file.write(str(img)+"\n")
#pickle.dump(img,text_file)
#text_file.write("\n")
text_file.close()
"""
#data_list is the conglomerate of both pois and nut. Keeps the label on it
#current is what we are testing now
text_nut=open("NutritiousK_Neigh.txt","rb").read().splitlines()
text_pois=open("PoisonK_neigh.txt","rb").read().splitlines()
#splits up the tuples into usable chunks and lumps on the label
data_list=[]
for val in range(len(text_nut)):
data_list.append([map(int, text_nut[val][1:-1].split(",")),"nut"])
for val in range(len(text_pois)):
data_list.append([map(int, text_pois[val][1:-1].split(",")),"poi"])
# Modified k nearest neighbor code. Cannot do Euc dist as too many attr, but can
# do other things
#gets the image of the plant
neighbors=[]
k=11
if view.GetPlantInfo() == game_interface.STATUS_UNKNOWN_PLANT:
current=list(view.GetImage())
for b in range(len(data_list)):
neighbors.append([0,b])
#neighbors=[0, current place]
for a in range(len(data_list)):
for attr in range(36):
if current[attr]==data_list[a][0][attr]:
neighbors[a][0]=neighbors[a][0]+1
#finding the k values with the highest values in neighbor
sorted_list=sorted(neighbors,key=lambda x:int(x[0]))
again=sorted_list.reverse()
top=[]
for a in range(k):
top.append(data_list[sorted_list[a][1]][1])
print top
#find majority label of those in top
poi_counter=0
for a in range(k):
if top[a]=="poi":
poi_counter+=1
if poi_counter > k/2:
eat=False
#make it return poi
else:
#make it return nut
eat = True
#game_interface.curses_debug(1, str())
#print "top \n"
#print top
#print "\n"
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
game_interface.curses_debug(2, "POISON")
ratio.write("POISON \n")
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
game_interface.curses_debug(2, "HAPPINESS")
ratio.write("NUTRITIOUS \n")
"""
#noisy data building
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
noisy_poi=open("noisy_poi.txt","a")
for i in xrange(10):
img=list(view.GetImage())
noisy_poi.write(str(img) + "\n")
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
noisy_nut=open("noisy_nut.txt","a")
for i in xrange(10):
img=list(view.GetImage())
noisy_nut.write(str(img) + "\n")
"""
#base code
#Choose a random direction.
#If there is a plant in this location, then try and eat it.
#hasPlant = view.GetPlantInfo() == game_interface.STATUS_UNKNOWN_PLANT
#Choose a random direction
#if hasPlant:
#game_interface.curses_debug(1, "yum")
#for i in xrange(5):
# print view.GetImage()
time.sleep(0.1)
#making game centric comparisons
"""
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
data_coord_poi=open("game_poi_20.txt","a")
#img=list(view.GetImage())
X=view.GetXPos()
Y=view.GetYPos()
data_coord_poi.write(str([X,Y])+"\n")
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
data_coord_nut=open("game_nut_20.txt","a")
#img=list(view.GetImage())
X=view.GetXPos()
Y=view.GetYPos()
data_coord_nut.write(str([X,Y])+"\n")
"""
return (random.randint(0, 4), eat)
def get_move(view):
global THE_CURRENT_VIEW
global THE_PREVIOUS_VIEW
global THE_DATA
global THE_SVM
global LIST_OF_RANDOM_MOVES
global THE_NEXT_DIRECTION
global VICTORY_NUT
global PREVIOUS_LIFE
global CURRENT_LIFE
THE_CURRENT_VIEW = view
eat=False
if view.GetRound()==1 or view.GetRound()==0 or view.GetRound() == 2:
view.data_list=[]
CURRENT_LIFE = view.GetLife()
#the output to determine how good this method is
ratio=open("ratio.txt","a")
#check if the plant you just ate was Nut or Poi and record it
"""
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
game_interface.curses_debug(2, "POISON")
ratio.write("POISON \n")
poi_lis=[]
img=[]
for i in xrange(11):
img_temp=view.GetImage()
poi_lis.append(img_temp)
#trying to even out the noise. Will make a new data point which only has the
#majority value out of 11 tries in each spot
for a in range(36):
zero=0
one=0
for b in range(11):
if poi_lis[b][a]==0:
zero+=1
else:
one+=1
#builds the new list
if zero>one:
img.append(0)
else:
img.append(1)
text_file=open("PoisonK_Neigh.txt","a")
text_file.write(str(img)+"\n")
#pickle.dump(img,text_file)
#text_file.write("\n")
text_file.close()
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
game_interface.curses_debug(2, "HAPPINESS")
ratio.write("NUTRITIOUS \n")
nut_lis=[]
img=[]
for i in xrange(11):
img_temp=view.GetImage()
nut_lis.append(img_temp)
#trying to even out the noise. Will make a new data point which only has the
#majority value out of 11 tries in each spot
for a in range(36):
zero=0
one=0
for b in range(11):
if nut_lis[b][a]==0:
zero+=1
else:
one+=1
#builds the new list
if zero>one:
img.append(0)
else:
img.append(1)
text_file=open("NutritiousK_Neigh.txt","a")
text_file.write(str(img)+"\n")
#pickle.dump(img,text_file)
#text_file.write("\n")
text_file.close()
"""
list_to_use = []
game_interface.curses_debug(2,"foobar")
current = list(view.GetImage())
game_interface.curses_debug(2,"lord i can change")
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT and len(current) > 0:
view.data_list.append([current,"poi"])
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT and len(current) > 0:
view.data_list.append([current,"nut"])
#original svm
if len(current) > 0 and current != None:
list_to_use.append(current)
data_to_use = PyML.VectorDataSet(list_to_use)
testing_value = THE_SVM.test(data_to_use)
testing_value_two = THE_SVM_TWO.test(data_to_use)
testing_value_three = THE_SVM_THREE.test(data_to_use)
testing_value_four = THE_SVM_FOUR.test(data_to_use)
testing_value_five = THE_SVM_FIVE.test(data_to_use)
testing_value_six = THE_SVM_SIX.test(data_to_use)
testing_value_seven = THE_SVM_SEVEN.test(data_to_use)
testing_value_eight = THE_SVM_EIGHT.test(data_to_use)
#testing_value_three = THE_SVM_.test(data_to_use)
if testing_value_eight.getPredictedClass()[0] == 1 and testing_value_seven.getPredictedClass()[0] == 1 and testing_value_six.getPredictedClass()[0] == 1 and testing_value.getPredictedClass()[0] == 1 and testing_value_five.getPredictedClass()[0] == 1 and testing_value_two.getPredictedClass()[0] == 1 and testing_value_three.getPredictedClass()[0] == 1 and testing_value_four.getPredictedClass()[0] == 1:
if random.uniform(0,1) > .05:
game_interface.curses_debug(2,"NUTRITIOUS")
#VICTORY_NUT = 1
eat = True
else:
game_interface.curses_debug(2,"Bad Coin")
eat = False
else:
game_interface.curses_debug(2,"POISON")
eat = False
else:
eat = False
game_interface.curses_debug(2, "NO INFO")
#comments end here
"""
#data_list is the conglomerate of both pois and nut. Keeps the label on it
#current is what we are testing now
text_nut=open("NutritiousK_Neigh.txt","rb").read().splitlines()
text_pois=open("PoisonK_neigh.txt","rb").read().splitlines()
#splits up the tuples into usable chunks and lumps on the label
data_list=[]
for val in range(len(text_nut)):
data_list.append([map(int, text_nut[val][1:-1].split(",")),"nut"])
for val in range(len(text_pois)):
data_list.append([map(int, text_pois[val][1:-1].split(",")),"poi"])
# Modified k nearest neighbor code. Cannot do Euc dist as too many attr, but can
# do other things
#gets the image of the plant
neighbors=[]
k=11
if view.GetPlantInfo() == game_interface.STATUS_UNKNOWN_PLANT:
current=list(view.GetImage())
for b in range(len(data_list)):
neighbors.append([0,b])
#neighbors=[0, current place]
for a in range(len(data_list)):
for attr in range(36):
if current[attr]==data_list[a][0][attr]:
neighbors[a][0]=neighbors[a][0]+1
#finding the k values with the highest values in neighbor
sorted_list=sorted(neighbors,key=lambda x:int(x[0]))
again=sorted_list.reverse()
top=[]
for a in range(k):
top.append(data_list[sorted_list[a][1]][1])
print top
#find majority label of those in top
poi_counter=0
for a in range(k):
if top[a]=="poi":
poi_counter+=1
if poi_counter > k/2:
eat=False
#make it return poi
elif len(current) > 0 and current != None:
if testing_value.getPredictedClass()[0] == 1:
eat = True
#make it return nut
#eat = True
else:
eat = False
"""
#eat false
#game_interface.curses_debug(1, str())
#print "top \n"
#print top
#print "\n"
#if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
# game_interface.curses_debug(2, "POISON")
# ratio.write("POISON \n")
#if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
# game_interface.curses_debug(2, "HAPPINESS")
# ratio.write("NUTRITIOUS \n")
#comments start here
"""
#noisy data building
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
noisy_poi=open("noisy_poi.txt","a")
for i in xrange(10):
img=list(view.GetImage())
noisy_poi.write(str(img) + "\n")
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
noisy_nut=open("noisy_nut.txt","a")
for i in xrange(10):
img=list(view.GetImage())
noisy_nut.write(str(img) + "\n")
"""
#base code
#Choose a random direction.
#If there is a plant in this location, then try and eat it.
#hasPlant = view.GetPlantInfo() == game_interface.STATUS_UNKNOWN_PLANT
#Choose a random direction
#if hasPlant:
#game_interface.curses_debug(1, "yum")
#for i in xrange(5):
# print view.GetImage()
time.sleep(0.1)
#the_direction = random.randint(0,4)
#comments begin
#the_direction = random.randint(0,4)
#game_interface.curses_debug(2, "da shiz")
if CURRENT_LIFE != None and PREVIOUS_LIFE != None:
if CURRENT_LIFE - PREVIOUS_LIFE > 0:
game_interface.curses_debug(2, "hell yeah")
elif CURRENT_LIFE - PREVIOUS_LIFE < -1:
game_interface.curses_debug(2, "mommy winter")
#else:
# game_interface.curses_debug(2, "free bird")
"""
if view.GetRound() == 0 or view.GetRound() == 1 or view.GetRound() == 2:
the_direction = random.randint(0,4)
else:
if CURRENT_LIFE - PREVIOUS_LIFE > 0:
the_direction = random.randint(0,4)
game_interface.curses_debug(2, "hurts so good")
VICTORY_NUT = 1
#for i in range(4):
# LIST_OF_RANDOM_MOVES.append(1)
elif CURRENT_LIFE - PREVIOUS_LIFE < -1:
VICTORY_NUT = 0
game_interface.curses_debug(2, "mommy winter")
the_direction = THE_NEXT_DIRECTION
else:
if VICTORY_NUT == 1:
the_direction = random.randint(0,4)
else:
the_direction = THE_NEXT_DIRECTION
if THE_NEXT_DIRECTION == game_interface.UP:
THE_NEXT_DIRECTION = game_interface.LEFT
elif THE_NEXT_DIRECTION == game_interface.LEFT:
THE_NEXT_DIRECTION = game_interface.UP
"""
#comments end
#making game centric comparisons
"""
if view.GetPlantInfo()==game_interface.STATUS_POISONOUS_PLANT:
data_coord_poi=open("game_poi_20.txt","a")
#img=list(view.GetImage())
X=view.GetXPos()
Y=view.GetYPos()
data_coord_poi.write(str([X,Y])+"\n")
if view.GetPlantInfo()==game_interface.STATUS_NUTRITIOUS_PLANT:
data_coord_nut=open("game_nut_20.txt","a")
#img=list(view.GetImage())
X=view.GetXPos()
Y=view.GetYPos()
data_coord_nut.write(str([X,Y])+"\n")
"""
if random.uniform(0,1)>0.5 and len(view.data_list)>4 and len(current) > 0:
neighbors=[]
k=5
if view.GetPlantInfo() == game_interface.STATUS_UNKNOWN_PLANT:
current=list(view.GetImage())
for b in range(len(view.data_list)):
neighbors.append([0,b])
#neighbors=[0, current place]
for a in range(len(view.data_list)):
for attr in range(36):
if len(current) > 35:
if current[attr]==view.data_list[a][0][attr]:
neighbors[a][0]=neighbors[a][0]+1
#finding the k values with the highest values in neighbor
sorted_list=sorted(neighbors,key=lambda x:int(x[0]))
again=sorted_list.reverse()
top=[]
for a in range(k):
top.append(view.data_list[sorted_list[a][1]][1])
print top
#find majority label of those in top
poi_counter=0
for a in range(k):
if top[a]=="poi":
poi_counter+=1
if poi_counter > k/2:
game_interface.curses_debug(2, "a sweet love")
eat=False
#make it return poi
elif len(current) > 0 and current != None:
if testing_value_eight.getPredictedClass()[0] == 1 and testing_value_seven.getPredictedClass()[0] == 1 and testing_value_six.getPredictedClass()[0] == 1 and testing_value.getPredictedClass()[0] == 1 and testing_value_two.getPredictedClass()[0] == 1 and testing_value_three.getPredictedClass()[0] == 1 and testing_value_four.getPredictedClass()[0] == 1 and testing_value_five.getPredictedClass()[0] == 1:
game_interface.curses_debug(2, "I can change")
eat = True
#make it return nut
#eat = True
else:
eat = False
game_interface.curses_debug(2, "bye bye")
the_direction = random.randint(0,4)
PREVIOUS_LIFE = view.GetLife()
return (the_direction, eat)
