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demo/replication_kruijswijk_2018/README.md
In contextual: Simulation and Analysis of Contextual Multi-Armed Bandit Policies
Bandits with dependent observations
Code for replication plots of the paper "Exploiting Nested Data Structures in Multi-Armed Bandits" (submitted to PLOS One).
Run file 2a and 2b to generate the plots for the simulation study. Do note that running these can take quite a while - especially for the partial pooling version for Thompson sampling - so use with care.
Run file 3 to generate the plots for the empirical study using the supplied .csv file.
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contextual documentation built on July 26, 2020, 1:06 a.m.
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Bandits with dependent observations
Code for replication plots of the paper "Exploiting Nested Data Structures in Multi-Armed Bandits" (submitted to PLOS One).
Run file 2a and 2b to generate the plots for the simulation study. Do note that running these can take quite a while - especially for the partial pooling version for Thompson sampling - so use with care.
Run file 3 to generate the plots for the empirical study using the supplied .csv file.
Try the contextual package in your browser
Any scripts or data that you put into this service are public.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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