def choose(self, game, x):
current_state = game.OfficialState
FinalAnswer = [None, None, None, None]
MyActions = [current_state.get_actions(x, i) for i in range(4)]
TheirActions = [
current_state.get_actions((x + 1) % 2, i) for i in range(4)
]
analysis = []
for a in MyActions[0]:
printf("ding!\n")
for b in MyActions[1]:
printf("dong!\n")
for c in MyActions[2]:
for d in MyActions[3]:
best = float("-inf")
worst = float("inf")
average = float("-inf")
util = 0
for e in TheirActions[0]:
for f in TheirActions[1]:
for g in TheirActions[2]:
for h in TheirActions[3]:
temp = current_state.apply_action(
[[a, b, c, d], [e, f, g, h]])
util = temp[0].utility(x)
if (best > util): best = util
if (worst < util): worst = util
average += util
average /= (len(e) * len(f) * len(g) * len(h))
util = self.AggressiveWeight * best + self.DefensiveWeight * worst + self.NominalWeight * average
#analysis[[a,b,c,d]] = util
analysis.append(([a, b, c, d], util))
optkey = [None, None, None, None]
optval = float("-inf")
for item in analysis:
key = item[0]
val = item[1]
if (val > optval):
optkey = key
optval = val
return optkey
def choose(self,game,x):
#Debug stuff
game.OfficialState.report_teams()
current_state = game.OfficialState
FinalAnswer = [None,None,None,None]
MyActions = [current_state.get_actions(x,i) for i in range(4)]
TheirActions = [current_state.get_actions((x+1)%2,i) for i in range(4)]
AllActions = []
if(x == 0):
AllActions = [MyActions,TheirActions]
else:
AllActions = [TheirActions,MyActions]
#MUST REDUCE HERE
"""
Ideas for reduction:
(1) Mages, Wizards, and Healers will NOT basic-attack if they have mana
(2) Thieves will only poison OR attack, never both.
"""
j1 = [current_state.Teams[x][i].job for i in range(4)]
j2 = [current_state.Teams[(x+1)%2][i].job for i in range(4)]
#printf("ME: %s %s %s %s\n",j1[0],j1[1],j1[2],j1[3])
#printf("THEM: %s %s %s %s\n",j2[0],j2[1],j2[2],j2[3])
for i in range(2):
for j in range(4):
if(AllActions[i][j] == [None]): continue
#printf("WHat the hell %d %d\n",i,j)
#printf("Surprise! It's %s\n", AllActions[i][j])
guy = current_state.Teams[i][j]
if (guy.job == "Wizard" or guy.job == "Healer" or guy.job == "Mage"):
if(guy.mp[0] > 0):
c1 = len(AllActions[i][j])
list_tuple_truncate(AllActions[i][j],1,0) #Truncate all Attack commands
c2 = len(AllActions[i][j])
if(c1 == c2):
printf("OH SHIT!!!!\n")
if(guy.job == "Thief" and guy.mp[0] > 0):
for k in range(4):
if(current_state.Teams[(i+1)%2][k].statuses[0]): continue
#if poisoned, kill Poison
if (current_state.Teams[(i+1)%2][k].statuses[3]):
AllActions[i][j].remove(((i,j),8,((i+1)%2,k))) #If Poisoned, drop Poison
#else if max HP above 150, then drop Attack
else:
#elif (current_state.Teams[(i+1)%2][k].hp[1] >= 150):
AllActions[i][j].remove(((i,j),0,((i+1)%2,k)))
#else drop Poison
#else:
#AllActions[i][j].remove(((i,j),8,((i+1)%2,k)))
#end for
analysis = []
myproduct = len(MyActions[0])*len(MyActions[1])*len(MyActions[2])*len(MyActions[3])
theirproduct = len(TheirActions[0])*len(TheirActions[1])*len(TheirActions[2])*len(TheirActions[3])
lolproduct = myproduct * theirproduct
a = len(MyActions[0])
b = len(MyActions[1])
c = len(MyActions[2])
d = len(MyActions[3])
e = len(TheirActions[0])
f = len(TheirActions[1])
g = len(TheirActions[2])
h = len(TheirActions[3])
#printf("ALERT! THE PERMUTATION POOL IS (%d * %d * %d * %d) * (%d * %d * %d * %d) = %d * %d = %d!!!\n\n", a,b,c,d,e,f,g,h,myproduct, theirproduct, lolproduct)
contenders = snag_choices(TheirActions,self.depth)
for a in MyActions[0]:
printf("ding!\n")
for b in MyActions[1]:
#printf("dong!\n")
for c in MyActions[2]:
for d in MyActions[3]:
best = float("-inf")
worst = float("inf")
average = 0
util = 0
for act in contenders:
temp = None
if (x ==0):
temp = current_state.apply_action([[a,b,c,d],act])
elif (x == 1):
temp = current_state.apply_action([act,[a,b,c,d]])
util = temp[0].utility(x)
#printf("GOD DAMN IT %d\n\n",util)
if(util > best):
best = util
if(util < worst):
worst = util
average = average + util
average /= self.depth
#printf("WHYYYY %d %d %d\n",best,worst,average)
util = self.AggressiveWeight*best + self.DefensiveWeight*worst + self.NominalWeight*average
#analysis[[a,b,c,d]] = util
analysis.append(([a,b,c,d],util))
#printf("Oh come on %s decomposing into %s %s\n",analysis[-1],analysis[-1][0],analysis[-1][1])
optkey = [None,None,None,None]
optval = float("-inf")
for item in analysis:
key = item[0]
val = item[1]
if(val > optval):
optkey = key
optval = val
printf("OPTKEY IS %s\n\n",optkey)
return optkey
def choose(self, game, x):
#Debug stuff
game.OfficialState.report_teams()
current_state = game.OfficialState
FinalAnswer = [None, None, None, None]
#printf("GOD DAMN IT!!! %s\n\n\n\n",x)
TheActions = self.get_good_options(game, x)
MyActions = TheActions[0]
TheirActions = TheActions[1]
random.shuffle(TheirActions)
AllActions = []
if (x == 0):
AllActions = [MyActions, TheirActions]
else:
AllActions = [TheirActions, MyActions]
#MUST REDUCE HERE
"""
Ideas for reduction:
(1) Mages, Wizards, and Healers will NOT basic-attack if they have mana
(2) Thieves will only poison OR attack, never both.
"""
analysis = []
#printf("ALERT! THE PERMUTATION POOL IS (%d * %d * %d * %d) * (%d * %d * %d * %d) = %d * %d = %d!!!\n\n", a,b,c,d,e,f,g,h,myproduct, theirproduct, lolproduct)
#contenders = snag_choices(TheirActions,self.depth)
ide = 0
for lol in MyActions:
ide += 1
if (ide % 50 == 0):
printf("ding %s/%s!\n", ide, len(MyActions))
best = float("-inf")
worst = float("inf")
average = 0
util = 0
for act in TheirActions[:self.depth]:
#printf('OH COME ON %s %s\n\n\n\n',lol,act)
temp = None
if (x == 0):
temp = current_state.apply_action([lol, act])
elif (x == 1):
temp = current_state.apply_action([act, lol])
util = temp[0].utility(x)
#printf("GOD DAMN IT %d\n\n",util)
if (util > best):
best = util
if (util < worst):
worst = util
average = average + util
average /= self.depth
#printf("WHYYYY %d %d %d\n",best,worst,average)
util = self.AggressiveWeight * best + self.DefensiveWeight * worst + self.NominalWeight * average
#analysis[[a,b,c,d]] = util
analysis.append((lol, util, best - worst))
#printf("Oh come on %s decomposing into %s %s\n",analysis[-1],analysis[-1][0],analysis[-1][1])
optkey = [None, None, None, None]
#if(len(analysis) == 0):
#printf("NO NO NO NO NOOOO!!!!!\n\n\n")
#raw_input()
optval = float("-inf")
opttie = 0
for item in analysis:
#printf("wgwegwoij %s\n",item)
key = item[0]
val = item[1]
tie = item[2]
if (val > optval):
optkey = key
optval = val
opttie = tie
elif (val == optval):
if (tie < opttie):
optkey = key
opttie = tie
printf("OPTKEY IS %s\n\n", optkey)
#raw_input()
return optkey
def choose(self, game, x):
if x == 0:
return
current_state = game.OfficialState
FinalAnswer = [None, None, None, None]
MyActions = [current_state.get_actions(x, i) for i in range(4)]
TheirActions = [
current_state.get_actions((x + 1) % 2, i) for i in range(4)
]
AllActions = []
if (x == 0):
AllActions = [MyActions, TheirActions]
else:
AllActions = [TheirActions, MyActions]
j1 = [current_state.Teams[x][i].job for i in range(4)]
j2 = [current_state.Teams[(x + 1) % 2][i].job for i in range(4)]
printf("ME: %s %s %s %s\n", j1[0], j1[1], j1[2], j1[3])
printf("THEM: %s %s %s %s\n", j2[0], j2[1], j2[2], j2[3])
analysis = []
myproduct = len(MyActions[0]) * len(MyActions[1]) * len(
MyActions[2]) * len(MyActions[3])
theirproduct = len(TheirActions[0]) * len(TheirActions[1]) * len(
TheirActions[2]) * len(TheirActions[3])
lolproduct = myproduct * theirproduct
a = len(MyActions[0])
b = len(MyActions[1])
c = len(MyActions[2])
d = len(MyActions[3])
e = len(TheirActions[0])
f = len(TheirActions[1])
g = len(TheirActions[2])
h = len(TheirActions[3])
#printf("ALERT! THE PERMUTATION POOL IS (%d * %d * %d * %d) * (%d * %d * %d * %d) = %d * %d = %d!!!\n\n", a,b,c,d,e,f,g,h,myproduct, theirproduct, lolproduct)
for a in MyActions[0]:
#printf("ding!\n")
for b in MyActions[1]:
#printf("dong!\n")
for c in MyActions[2]:
for d in MyActions[3]:
best = float("-inf")
worst = float("inf")
average = 0
util = 0
temp = current_state.apply_action(
[game.Actions[0], [a, b, c, d]])
util = temp[0].utility(x)
if (util > best):
best = util
if (util < worst):
worst = util
average = average + util
#average /= (len(e)*len(f)*len(g)*len(h))
#printf("WHYYYY %d %d %d\n",best,worst,average)
util = self.AggressiveWeight * best + self.DefensiveWeight * worst + self.NominalWeight * average
#analysis[[a,b,c,d]] = util
analysis.append(([a, b, c, d], util))
#printf("Oh come on %s decomposing into %s %s\n",analysis[-1],analysis[-1][0],analysis[-1][1])
optkey = [None, None, None, None]
optval = float("-inf")
for item in analysis:
key = item[0]
val = item[1]
if (val > optval):
optkey = key
optval = val
printf("OPTKEY IS %s\n\n", optkey)
return optkey
def manual_choice(game, team):
returnme = [None, None, None, None]
# Now to actually describe the actions
thestate = game.OfficialState
for i in range(4):
os.system('cls' if os.name == 'nt' else 'clear')
for guy in thestate.Teams[0] + thestate.Teams[1]:
printf("%s: HP:%d/%d MP:%d/%d ", guy.name, guy.hp[0],
guy.hp[1], guy.mp[0], guy.mp[1])
if (guy.statuses[0]):
printf("DEAD ")
if (guy.statuses[3]):
printf("POISONED ")
if (guy.statuses[4]):
printf("LOCKED")
printf("\n")
printf("\n\n")
if (thestate.Teams[team][i].hp < 0
or thestate.Teams[team][i].statuses[0]):
pass
else: #if actual thingie
blahlist = thestate.get_actions(team, i)
a = thestate.Teams[team][i]
printf("%s's Turn: \n\n", a)
for j in range(10):
if (a.actions[j] != 0 and ability.Costs[j] <= a.mp[0]
and list_tuple_find(blahlist, 1, j)):
printf("%d: %s\n", j, ability.Names[j])
validaction = False
s = -1
while (not validaction):
printf("Pick Ability")
s = raw_input(': ')
if (not isuint(s)):
s = '9999'
s = int(s)
validaction = (s < 10 and a.actions[s] != 0
and ability.Costs[s] <= a.mp[0]
and list_tuple_find(blahlist, 1, s))
#Now that the action has been made:
if (ability.targetingType(s) == 0):
returnme[i] = ((team, i), s, (team, i))
elif (ability.targetingType(s) == 2): #AE ally
returnme[i] = ((team, i), s, (team, ))
elif (ability.targetingType(s) == 4): #AE enemy
returnme[i] = ((team, i), s, ((team + 1) % 2, ))
else: #Begin Selection of targets
validtarget = False
blahlist = thestate.get_actions(team, i)
targetlist = []
for item in blahlist:
#printf("%s\n",item)
if (item[1] == s):
targetlist.append(item)
#now that the target list is cleaned
for j in range(len(targetlist)):
#printf("%s\n",targetlist[j])
printf("%d: %s\n", j,
namedisplay(thestate, targetlist[j][2]))
t = -1
while (not validtarget):
printf("Pick Target", )
t = raw_input(': ')
if (not isuint(t)):
t = '9999'
t = int(t)
validtarget = (t < len(targetlist))
returnme[i] = (targetlist[t])
return returnme
def playGame(self, redagent, blueagent, verbose=False):
self.Verbose = verbose
self.Agents[0] = redagent
self.Agents[1] = blueagent
self.OfficialState = GameState()
while (self.OfficialState.teamscore(0) > 0
and self.OfficialState.teamscore(1) > 0
): #While not a terminal state
self.PlayByPlay = []
for i in range(2):
for j in range(4):
self.OfficialState.Teams[i][j].statuses[1] = None
self.OfficialState.Teams[i][j].statuses[2] = None
self.Actions[0] = self.Agents[0](self, 0)
self.Actions[1] = self.Agents[1](self, 1)
temp = self.OfficialState.apply_action(self.Actions)
self.OfficialState = temp[0]
self.PlayByPlay = temp[1]
if (verbose):
os.system('cls' if os.name == 'nt' else 'clear')
for item in self.PlayByPlay:
if (item[0] is None):
printf("ALERT: %s takes %d damage from poison!\n",
item[3][0], item[4][0])
else:
printf("%s uses %s!\n", item[0],
ability.Names[item[1]])
if (item[1] == 1): #if guard
continue
for i in range(len(item[3])):
if (item[2][i] != item[3][i]):
printf(" %s is protected by %s!\n",
item[2][i], item[3][i])
if (item[4][i] is True):
if (item[1] == 2): #if Cover
printf(" %s protects %s!\n", item[0],
item[3][i])
else:
if (item[4][i] > 0):
printf(" %s takes %d damage!\n",
item[3][i], item[4][i])
if (item[1] == 8): #if Poison
printf(" %s is poisoned!\n",
item[3][i])
if (item[3][i].statuses[0]):
printf(" %s has fallen!\n",
item[3][i])
if (item[4][i] < 0):
printf(" %s heals %d HP!\n", item[3][i],
-item[4][i])
if (item[3][i].statuses[0]):
printf(
" Unfortunately, %s remains dead.\n",
item[3][i])
blah = raw_input('Press ENTER to continue: ')
os.system('cls' if os.name == 'nt' else 'clear')
if (self.OfficialState.teamscore(0) > 0):
return 0
if (self.OfficialState.teamscore(1) > 0):
return 1
return -1
def report_teams(self):
os.system('cls' if os.name == 'nt' else 'clear')
for guy in self.Teams[0] + self.Teams[1]:
printf("%s: HP:%d/%d MP:%d/%d ", guy.name, guy.hp[0],
guy.hp[1], guy.mp[0], guy.mp[1])
if (guy.statuses[0]):
printf("DEAD ")
if (guy.statuses[3]):
printf("POISONED ")
if (guy.statuses[4]):
printf("LOCKED")
printf("\n")
printf("\n\n")