def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
self.obs_ind = 'maddpg'
def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
self.obs_ind = 'simple'
if not os.path.exists('model/simple/model.pkl'):
print('Error: agent simple model data not exist!')
exit(1)
self.fighter_model = dqn.RLFighter(ACTION_NUM)
def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
self.obs_ind = 'maddpg6'
if not os.path.exists('model/{}/{}0.pkl'.format(MODEL_PATH, MODEL_NAME)):
logger.info('Error: agent maddpg6 model data not exist!')
exit(1)
self.maddpg = MADDPG(FIGHTER_NUM, OBS_NUM, ACTION_NUM)
def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
self.obs_ind = 'airc_homo_rule'
self.last_random_action_set = {}
self.to_explore_set = {}
self.explore_destination_set = {}
self.rule_set = 'attack'
def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
# self.preposs = [[0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0],
# [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0]]
self.obs_ind = OBS_IND_NAME
if not os.path.exists('model/{}/{}.pkl'.format(MODEL_PATH_AGENT,
MODEL_NAME_AGENT)):
logger.info('Error: agent maddpg4 model data not exist!')
exit(1)
self.fighter_model = dqn.RLFighter(OBS_NUM, ACTION_NUM)
self.step = 0
def __init__(self):
"""
Init this agent
:param size_x: battlefield horizontal size
:param size_y: battlefield vertical size
:param detector_num: detector quantity of this side
:param fighter_num: fighter quantity of this side
"""
BaseAgent.__init__(self)
# self.preposs = [[0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0],
# [0, 0, 0, 0], [0, 0, 0, 0], [0, 0, 0, 0]]
self.obs_ind = 'dqn_jy'
if not os.path.exists('model/dqn_jy/model_000015200.pkl'):
print(
'class Agent(BaseAgent) Error: agent test1 model data not exist!'
)
exit(1)
self.fighter_model = dqn.RLFighter(ACTION_NUM)