from rl_coach.environments.gym_environment import GymVectorEnvironment
from rl_coach.base_parameters import PresetValidationParameters
from rl_coach.environments.gym_environment import ObservationSpaceType

import gym_pacman

###############
# Environment #
###############

env_params = GymVectorEnvironment(level='PacMan-v1')
#env_params.observation_space_type = ObservationSpaceType.Tensor
#env_params.additional_simulator_parameters = {
#    "board_size" : (5, 5),
#    "max_moves" : 500,
#}
#env_params.custom_reward_threshold = 200
# Set the target success
#env_params.target_success_rate = 1.0

########
# Test #
########
preset_validation_params = PresetValidationParameters()
preset_validation_params.test = True
#preset_validation_params.min_reward_threshold = 150
#preset_validation_params.max_episodes_to_achieve_reward = 400

a1afb0508fc5d4ee502d331b84c04cd00ad2b188
<mask token>

<mask token>
env_params = GymVectorEnvironment(level='PacMan-v1')
preset_validation_params = PresetValidationParameters()
preset_validation_params.test = True

from rl_coach.environments.gym_environment import GymVectorEnvironment
from rl_coach.base_parameters import PresetValidationParameters
from rl_coach.environments.gym_environment import ObservationSpaceType
import gym_pacman
env_params = GymVectorEnvironment(level='PacMan-v1')
preset_validation_params = PresetValidationParameters()
preset_validation_params.test = True

from rl_coach.environments.gym_environment import GymVectorEnvironment
from rl_coach.base_parameters import PresetValidationParameters
from rl_coach.environments.gym_environment import ObservationSpaceType

import gym_pacman

###############
# Environment #
###############

env_params = GymVectorEnvironment(level='PacMan-v1')
#env_params.observation_space_type = ObservationSpaceType.Tensor
#env_params.additional_simulator_parameters = {
#    "board_size" : (5, 5),
#    "max_moves" : 500,
#}
#env_params.custom_reward_threshold = 200
# Set the target success
#env_params.target_success_rate = 1.0

########
# Test #
########
preset_validation_params = PresetValidationParameters()
preset_validation_params.test = True
#preset_validation_params.min_reward_threshold = 150
#preset_validation_params.max_episodes_to_achieve_reward = 400
