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__init__.py
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__init__.py
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# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from torchrl.modules.tensordict_module.common import DistributionalDQNnet
from .distributions import (
Delta,
distributions_maps,
IndependentNormal,
MaskedCategorical,
MaskedOneHotCategorical,
NormalParamExtractor,
NormalParamWrapper,
OneHotCategorical,
ReparamGradientStrategy,
TanhDelta,
TanhNormal,
TruncatedNormal,
)
from .models import (
BatchRenorm1d,
Conv3dNet,
ConvNet,
DdpgCnnActor,
DdpgCnnQNet,
DdpgMlpActor,
DdpgMlpQNet,
DecisionTransformer,
DreamerActor,
DTActor,
DuelingCnnDQNet,
MLP,
MultiAgentConvNet,
MultiAgentMLP,
MultiAgentNetBase,
NoisyLazyLinear,
NoisyLinear,
ObsDecoder,
ObsEncoder,
OnlineDTActor,
QMixer,
reset_noise,
RSSMPosterior,
RSSMPrior,
RSSMRollout,
Squeeze2dLayer,
SqueezeLayer,
VDNMixer,
)
from .tensordict_module import (
Actor,
ActorCriticOperator,
ActorCriticWrapper,
ActorValueOperator,
AdditiveGaussianModule,
AdditiveGaussianWrapper,
DecisionTransformerInferenceWrapper,
DistributionalQValueActor,
DistributionalQValueHook,
DistributionalQValueModule,
EGreedyModule,
EGreedyWrapper,
GRU,
GRUCell,
GRUModule,
LMHeadActorValueOperator,
LSTM,
LSTMCell,
LSTMModule,
MultiStepActorWrapper,
OrnsteinUhlenbeckProcessModule,
OrnsteinUhlenbeckProcessWrapper,
ProbabilisticActor,
QValueActor,
QValueHook,
QValueModule,
SafeModule,
SafeProbabilisticModule,
SafeProbabilisticTensorDictSequential,
SafeSequential,
TanhModule,
ValueOperator,
VmapModule,
WorldModelWrapper,
)
from .planners import CEMPlanner, MPCPlannerBase, MPPIPlanner # usort:skip