d3rlpy
v1.1.0
Tutorials
Tutorials
Jupyter Notebooks
References
Software Design
API Reference
Algorithms
Q Functions
MDPDataset
Datasets
Preprocessing
Optimizers
Network Architectures
Metrics
Off-Policy Evaluation
Save and Load
Logging
Online Training
(experimental) Model-based Algorithms
Stable-Baselines3 Wrapper
Command Line Interface
Installation
Tips
Other
Paper Reproductions
License
d3rlpy
»
API Reference
Edit on GitHub
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_atari
d3rlpy.datasets.get_atari_transitions
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
Online Training
Standard Training
(experimental) Model-based Algorithms
Dynamics Model
Stable-Baselines3 Wrapper
Convert SB3 replay buffer to d3rlpy dataset
Convert d3rlpy to use SB3 helpers
Read the Docs
v: v1.1.0
Versions
latest
stable
v1.1.0
v1.0.0
v0.91
v0.90
v0.80
v0.70
v0.61
v0.60
v0.51
v0.50
v0.41
v0.40
v0.32
v0.31
v0.30
v0.23
v0.22
v0.21
v0.2
v0.1
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds