d3rlpy
v0.91
Tutorials
Getting Started
Jupyter Notebooks
References
API Reference
Algorithms
Q Functions
MDPDataset
Datasets
Preprocessing
Optimizers
Network Architectures
Metrics
Off-Policy Evaluation
Save and Load
Logging
scikit-learn compatibility
Online Training
(experimental) Model-based Algorithms
Stable-Baselines3 Wrapper
Command Line Interface
Installation
Tips
Other
Paper Reproductions
License
d3rlpy
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API Reference
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API Reference
ΒΆ
Algorithms
Continuous control algorithms
Discrete control algorithms
Q Functions
d3rlpy.models.q_functions.MeanQFunctionFactory
d3rlpy.models.q_functions.QRQFunctionFactory
d3rlpy.models.q_functions.IQNQFunctionFactory
d3rlpy.models.q_functions.FQFQFunctionFactory
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
d3rlpy.datasets.get_d4rl
d3rlpy.datasets.get_dataset
Preprocessing
Observation
Action
Reward
Optimizers
d3rlpy.models.optimizers.OptimizerFactory
d3rlpy.models.optimizers.SGDFactory
d3rlpy.models.optimizers.AdamFactory
d3rlpy.models.optimizers.RMSpropFactory
Network Architectures
d3rlpy.models.encoders.DefaultEncoderFactory
d3rlpy.models.encoders.PixelEncoderFactory
d3rlpy.models.encoders.VectorEncoderFactory
d3rlpy.models.encoders.DenseEncoderFactory
Metrics
Algorithms
Dynamics
Off-Policy Evaluation
For continuous control algorithms
For discrete control algorithms
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
Standard Training
Batch Concurrent Training
(experimental) Model-based Algorithms
Dynamics Model
Stable-Baselines3 Wrapper
Convert SB3 replay buffer to d3rlpy dataset
Convert d3rlpy to use SB3 helpers
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v: v0.91
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