def run(self):
while True:
moves = []
self.enemies_locations = []
self.player_sites = []
self.game_map = getFrame()
start_time = time.time()
for y in range(self.game_map.height):
for x in range(self.game_map.width):
if self.game_map.contents[y][x].owner != self.my_id:
self.enemies_locations.append(Location(x, y))
else:
self.player_sites.append(self.game_map.contents[y][x])
self.player_sites = sorted(self.player_sites, key=lambda s: s.strength, reverse=True)
while len(self.player_sites):
current_site = self.player_sites.pop()
movement = self.get_movement(current_site)
moves.append(movement)
if movement != STILL:
self.player_sites = sorted(self.player_sites, key=lambda s: s.strength, reverse=True)
if time.time() - start_time > 0.9:
logging.info("AVOIDING TIMEOUT!! %d", len(self.player_sites))
for site in self.player_sites:
moves.append(Move(Location(site.x, site.y), STILL))
break
sendFrame(moves)
def main():
state = {
'seen_combat': False,
}
myID, gameMap = networking.getInit()
networking.sendInit("Orez[Miner]")
while True:
gameMap = networking.getFrame()
moves = [
hlt.Move(
hlt.Location(x, y),
direction,
) for (x, y), direction in turn(gameMap, myID, state)
]
networking.sendFrame(moves)
filename="bot.log")
myID, gameMap = getInit()
run_id = 0
if len(sys.argv) > 1:
run_id = int(sys.argv[1])
model = load_model("data/qmodel_%s.h5" %
(run_id - 1)) # load previous model
else:
model = get_new_model()
sendInit('joelator')
logging.info("My ID: %s", myID)
turn = 0
frame = getFrame()
stack = frame_to_stack(frame, myID)
allQs = []
# Only pick one random position for easier q-learning
while True:
position = random.choice(np.transpose(np.nonzero(stack[0])))
area_inputs = stack_to_input(stack, position)
possible_moves, Qinputs, Qs = predict_for_pos(area_inputs, model)
# Epsilon greedy strategy
if random.random() < 0.1:
index = np.random.choice(range(len(possible_moves)))
else:
index = np.argmax(Qs)
Q = Qs[index]
move = possible_moves[index]
allQs.append(Q)
Naive bot
"""
#!/usr/bin/python3
from hlt import (Location, Move, CARDINALS, STILL)
from networking import (getInit, sendInit, getFrame, sendFrame)
from helper import (getStrength, getTerritory, getProduction)
sendInit('zyzo')
FILE_WRITER = open('log-ANALYTICS.log', 'w')
FILE_WRITER.write('')
FILE_WRITER.close()
MY_ID, GAME_MAP = getInit()
while True:
MOVES = []
GAME_MAP = getFrame()
FILE_WRITER = open('log-analytics.log', 'a')
ANALYTICS = {'s': 0, 'a': 0, 'm': 0}
for y in range(GAME_MAP.height):
for x in range(GAME_MAP.width):
curLoc = Location(x, y)
if GAME_MAP.getSite(curLoc).owner == MY_ID:
movedPiece = False
for d in CARDINALS:
if (GAME_MAP.getSite(curLoc, d).owner != MY_ID
and GAME_MAP.getSite(curLoc, d).strength <
GAME_MAP.getSite(curLoc).strength):
MOVES.append(Move(curLoc, d))
ANALYTICS['a'] += 1
movedPiece = True
break