demo/replication_kruijswijk_2018/README.md
In Nth-iteration-labs/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.
Nth-iteration-labs/contextual documentation built on July 28, 2020, 1:13 p.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.
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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