Module: tf_agents.bandits.agents.linear_thompson_sampling_agent
Stay organized with collections
Save and categorize content based on your preferences.
Implements the Linear Thompson Sampling bandit algorithm.
Reference:
"Thompson Sampling for Contextual Bandits with Linear Payoffs",
Shipra Agrawal, Navin Goyal, ICML 2013. The actual algorithm implemented is
Algorithm 3 from the supplementary material of the paper from
<a href="http://proceedings.mlr.press/v28/agrawal13-supp.pdf">http://proceedings.mlr.press/v28/agrawal13-supp.pdf</a>.
Classes
class LinearThompsonSamplingAgent: Linear Thompson Sampling Agent.
Other Members |
|---|
|
absolute_import
|
Instance of __future__._Feature
|
|
division
|
Instance of __future__._Feature
|
|
print_function
|
Instance of __future__._Feature
|
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]
View source on GitHub