GitHub - j-wang/BanditEmpirical: Empirical tests of various bandit algorithms.

Empirical Evaluation of Bandit Algorithms

Using Yahoo! Webscope TODAY article click data to test a variety of bandit algorithms.

Currently expect to test:

Name		Name	Last commit message	Last commit date
Latest commit History 15 Commits
environment		environment
figures		figures
policy		policy
presentation-figure		presentation-figure
pyBandits		pyBandits
tests		tests
.gitignore		.gitignore
MAB_profiler_results		MAB_profiler_results
README.md		README.md
acm-sig-proceedings-long-author-list.csl		acm-sig-proceedings-long-author-list.csl
exploration.Rmd		exploration.Rmd
gz_to_database_time.txt		gz_to_database_time.txt
presentation.Rpres		presentation.Rpres
presentation.md		presentation.md
process_to_sqlite.py		process_to_sqlite.py
profiler.py		profiler.py
profiler_results		profiler_results
references.bib		references.bib
report.Rmd		report.Rmd
report.pdf		report.pdf
results.gz		results.gz
run_MAB.py		run_MAB.py
run_MAB_contextual.py		run_MAB_contextual.py
run_MAB_epsilon.py		run_MAB_epsilon.py
run_MAB_glmucb.py		run_MAB_glmucb.py
run_MAB_rejectiontest.py		run_MAB_rejectiontest.py
run_process.py		run_process.py
slides.Rmd		slides.Rmd
slides.html		slides.html
test_results.gz		test_results.gz
utility.R		utility.R