tf_agents.utils.common.OUProcess
Stay organized with collections
Save and categorize content based on your preferences.
A zero-mean Ornstein-Uhlenbeck process.
tf_agents.utils.common.OUProcess(
initial_value,
damping=0.15,
stddev=0.2,
seed=None,
scope='ornstein_uhlenbeck_noise'
)
Args |
initial_value
|
Initial value of the process.
|
damping
|
The rate at which the noise trajectory is damped towards the
mean. We must have 0 <= damping <= 1, where a value of 0 gives an
undamped random walk and a value of 1 gives uncorrelated Gaussian noise.
Hence in most applications a small non-zero value is appropriate.
|
stddev
|
Standard deviation of the Gaussian component.
|
seed
|
Seed for random number generation.
|
scope
|
Scope of the variables.
|
Methods
__call__
View source
__call__()
Call self as a function.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2024-04-26 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]