d3rlpy
v0.40
Tutorials
Getting Started
Jupyter Notebooks
References
API Reference
Algorithms
Q Functions
MDPDataset
Datasets
Preprocessing
Optimizers
Network Architectures
Data Augmentation
Metrics
Save and Load
Logging
scikit-learn compatibility
Online Training
Model-based Data Augmentation
Installation
Other
License
d3rlpy
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API Reference
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API Reference
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Algorithms
Continuous control algorithms
Discrete control algorithms
Q Functions
MDPDataset
d3rlpy.dataset.MDPDataset
d3rlpy.dataset.Episode
d3rlpy.dataset.Transition
d3rlpy.dataset.TransitionMiniBatch
Datasets
d3rlpy.datasets.get_cartpole
d3rlpy.datasets.get_pendulum
d3rlpy.datasets.get_pybullet
d3rlpy.datasets.get_atari
Preprocessing
d3rlpy.preprocessing.PixelScaler
d3rlpy.preprocessing.MinMaxScaler
d3rlpy.preprocessing.StandardScaler
Optimizers
d3rlpy.optimizers.OptimizerFactory
d3rlpy.optimizers.SGDFactory
d3rlpy.optimizers.AdamFactory
d3rlpy.optimizers.RMSpropFactory
Network Architectures
d3rlpy.encoders.DefaultEncoderFactory
d3rlpy.encoders.PixelEncoderFactory
d3rlpy.encoders.VectorEncoderFactory
Data Augmentation
Image Observation
Vector Observation
Metrics
Algorithms
Dynamics
Save and Load
save_model and load_model
from_json
save_policy
Logging
TensorBoard
scikit-learn compatibility
train_test_split
cross_validate
GridSearchCV
parallel execution with multiple GPUs
Online Training
Replay Buffer
Explorers
Iterators
Model-based Data Augmentation
d3rlpy.dynamics.mopo.MOPO
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v: v0.40
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