ray/rllib/agents/dqn/__init__.py

52 lines
1.5 KiB
Python

from ray.rllib.algorithms.apex_dqn.apex_dqn import (
ApexDQNConfig,
ApexDQN as ApexTrainer,
APEX_DEFAULT_CONFIG,
)
from ray.rllib.algorithms.dqn.dqn import DQNConfig, DQN as DQNTrainer, DEFAULT_CONFIG
from ray.rllib.algorithms.dqn.dqn_tf_policy import DQNTFPolicy
from ray.rllib.algorithms.dqn.dqn_torch_policy import DQNTorchPolicy
from ray.rllib.algorithms.r2d2.r2d2 import (
R2D2 as R2D2Trainer,
R2D2Config,
R2D2_DEFAULT_CONFIG,
)
from ray.rllib.algorithms.r2d2.r2d2_tf_policy import R2D2TFPolicy
from ray.rllib.algorithms.r2d2.r2d2_torch_policy import R2D2TorchPolicy
from ray.rllib.algorithms.simple_q.simple_q import (
SimpleQ as SimpleQTrainer,
SimpleQConfig,
DEFAULT_CONFIG as SIMPLE_Q_DEFAULT_CONFIG,
)
from ray.rllib.algorithms.simple_q.simple_q_tf_policy import SimpleQTFPolicy
from ray.rllib.algorithms.simple_q.simple_q_torch_policy import SimpleQTorchPolicy
__all__ = [
"ApexDQNConfig",
"ApexTrainer",
"DQNConfig",
"DQNTFPolicy",
"DQNTorchPolicy",
"DQNTrainer",
"R2D2Config",
"R2D2TFPolicy",
"R2D2TorchPolicy",
"R2D2Trainer",
"SimpleQConfig",
"SimpleQTFPolicy",
"SimpleQTorchPolicy",
"SimpleQTrainer",
# Deprecated.
"APEX_DEFAULT_CONFIG",
"DEFAULT_CONFIG",
"R2D2_DEFAULT_CONFIG",
"SIMPLE_Q_DEFAULT_CONFIG",
]
from ray.rllib.utils.deprecation import deprecation_warning
deprecation_warning(
"ray.rllib.agents.dqn",
"ray.rllib.algorithms.[dqn|simple_q|r2d2|apex_dqn]",
error=False,
)