def __init__(self,
grid_size=[15, 15],
unit_size=10,
unit_gap=1,
snake_size=3,
n_snakes=1,
n_foods=1,
random_init=True,
start_coord=None,
food_pos=None):
if random_init:
assert food_pos is None # added 20190519 in mod19 version
self.grid_size = grid_size
self.unit_size = unit_size
self.unit_gap = unit_gap
self.snake_size = snake_size
self.n_snakes = n_snakes
self.n_foods = n_foods
self.viewer = None
self.action_space = Discrete(4)
self.random_init = random_init
self.start_coord = start_coord # added 20190519 in mod19 version
self.food_pos = food_pos
def __init__(self,
grid_size=[10, 10],
unit_size=10,
unit_gap=1,
snake_size=3,
n_snakes=1,
n_foods=1,
random_init=True):
self.grid_size = grid_size
self.unit_size = unit_size
self.unit_gap = unit_gap
self.snake_size = snake_size
self.n_snakes = n_snakes
self.n_foods = n_foods
self.food_cord = None
self.viewer = None
self.action_space = Discrete(4)
self.random_init = random_init
# Terminate or punish stuck agents
self.count = 0
self.end_episode = 1000
# Spaces
self.observation_space = spaces.Box(
0, 255, [grid_size[0] * unit_size, grid_size[1] * unit_size, 3])
def __init__(self, grid_size=[15,15], unit_size=10, unit_gap=1, snake_size=3, n_snakes=1, n_foods=1, random_init=True):
self.grid_size = grid_size
self.unit_size = unit_size
self.unit_gap = unit_gap
self.snake_size = snake_size
self.n_snakes = n_snakes
self.n_foods = n_foods
self.viewer = None
self.action_space = Discrete(4)
self.random_init = random_init
def __init__(self, grid_size=[25,25], unit_size=10, unit_gap=1, snake_size=5, n_snakes=3, n_foods=2, random_init=True):
self.grid_size = grid_size
self.unit_size = unit_size
self.unit_gap = unit_gap
self.snake_size = snake_size
self.n_snakes = n_snakes
self.n_foods = n_foods
self.viewer = None
self.action_space = Discrete(4)
self.last_obs = None
self.last_grid = None
self.random_init = random_init
def __init__(self,
grid_size=[30, 30],
unit_size=10,
unit_gap=1,
snake_size=2,
n_snakes=1,
n_foods=1,
random_init=True):
self.grid_size = grid_size
self.unit_size = unit_size
self.unit_gap = unit_gap
self.snake_size = snake_size
self.n_snakes = n_snakes
self.n_foods = n_foods
self.viewer = None
self.action_space = Discrete(4)
self.random_init = random_init
#Defined observation space
#self.observation_space = spaces.Box(low=np.array([0]*11), high=np.array([1]*11), dtype=np.bool)
self.observation_space = spaces.Tuple(
(spaces.Discrete(2), spaces.Discrete(2), spaces.Discrete(2),
spaces.Discrete(2), spaces.Discrete(2), spaces.Discrete(2),
spaces.Discrete(2), spaces.Discrete(2), spaces.Discrete(2),
spaces.Discrete(2), spaces.Discrete(2)))