# Copyright 2017 reinforce.io. All Rights Reserved.

#

# Licensed under the Apache License, Version 2.0 (the "License");

# you may not use this file except in compliance with the License.

# You may obtain a copy of the License at

#

# http://www.apache.org/licenses/LICENSE-2.0

#

# Unless required by applicable law or agreed to in writing, software

# distributed under the License is distributed on an "AS IS" BASIS,

# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

# See the License for the specific language governing permissions and

# limitations under the License.

# ==============================================================================

from tensorforce.models.model import Model

from tensorforce.models.memory_model import MemoryModel

from tensorforce.models.distribution_model import DistributionModel

from tensorforce.models.pg_model import PGModel

from tensorforce.models.pg_log_prob_model import PGLogProbModel

from tensorforce.models.dpg_target_model import DPGTargetModel

from tensorforce.models.pg_prob_ratio_model import PGProbRatioModel

from tensorforce.models.q_model import QModel

from tensorforce.models.q_nstep_model import QNstepModel

from tensorforce.models.q_naf_model import QNAFModel

from tensorforce.models.q_demo_model import QDemoModel

models = dict(

pg_log_prob_model=PGLogProbModel,

pg_log_prob_target_model=DPGTargetModel,

pg_prob_ratio_model=PGProbRatioModel,

q_model=QModel,

q_nstep_model=QNstepModel,

q_naf_model=QNAFModel,

q_demo_model=QDemoModel

)

__all__ = [

'Model',

'MemoryModel',

'DistributionModel',

'PGModel',

'PGProbRatioModel',

'DPGTargetModel',

'PGLogProbModel',

'QModel',

'QNstepModel',

'QNAFModel',

'QDemoModel',

'models'

]