"ticks_per_second": 20,
"fps": 10,
"ups": 10,
"income_ratio": 0.20,
"kill_gold_ratio": 0.10
},
"gui": {
"enabled": True,
"draw_friendly": True,
"minimal": True
}
})
while True:
for p in game.players:
p.do_action(random.randint(0, 3), random.uniform(0, 1))
game.update()
game.render()
game.gui.draw_screen()
if game.is_terminal():
game.reset()
time.sleep(.001)
class GameInstance:
@staticmethod
def start(data_queue):
g = GameInstance(data_queue)
g.loop()
return True
def get_stacked_state(self, swapaxes=False):
if len(self.states) > self.stack:
if swapaxes:
return np.swapaxes(np.array(self.states[-1 * self.stack:]), 0, 2)
else:
return np.array(self.states[-1 * self.stack:])
return None
def __init__(self, data_queue):
self.id = uuid.uuid4()
print("Game %s - Start" % self.id)
self.data_queue = data_queue
self.game = Game({
"game": {
"width": 11,
"height": 11,
"tile_width": 32,
"tile_height": 32
},
"mechanics": {
"complexity": {
"build_anywhere": False
},
"start_health": 50,
"start_gold": 100,
"start_lumber": 0,
"start_income": 20,
"income_frequency": 10,
"ticks_per_second": 20,
"fps": 10,
"ups": 10008000,
"income_ratio": 0.20,
"kill_gold_ratio": 0.10
},
"gui": {
"enabled": True,
"draw_friendly": True,
"minimal": True
}
})
self.states = list()
self.experience_replay = list()
self.s0 = None
self.player_1 = self.game.players[0]
self.player_2 = self.game.players[1]
self.episode = 1
self.representation = "image_grayscaled"
self.running = False
self.stack = 4
self.num_ticks = 10
self.tick_limit = 30000
def loop(self):
self.running = True
t = 0
while self.running:
# Do action
self.player_1.do_action(random.randint(0, 12))
self.player_2.do_action(random.randint(0, 12))
# Process game
for i in range(self.num_ticks):
self.game.update()
t += 1
# Update image state
self.game.render()
# Retrieve state, add to list of states,
s1 = self.game.get_state(representation=self.representation)
self.states.append(s1)
self.s0 = s1
# Terminal State, Reset Game
if self.game.is_terminal() or t >= self.tick_limit:
self.game.reset()
print("Game %s - %s#%s" % (self.id, self.episode, t))
self.episode += 1
if t < self.tick_limit:
self.data_queue.put(self.states)
self.states.clear()
t = 0