contextual-v0.9.8.3.zip
Nth-iteration-labs-contextual-ab1c552
.Rbuildignore
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.gitattributes
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.gitignore
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.travis.yml
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DESCRIPTION
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NAMESPACE
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NEWS.md
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R
agent.R
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bandit.R
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bandit_basic_bernoulli.R
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bandit_basic_gaussian.R
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bandit_cmab_bernoulli.R
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bandit_cmab_hybrid.R
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bandit_cmab_linear.R
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bandit_cmab_logit.R
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bandit_cmab_precaching.R
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bandit_cmab_wheel.R
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bandit_continuum_function.R
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bandit_offline_bootstrapped_replay.R
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bandit_offline_direct_method.R
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bandit_offline_doubly_robust.R
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bandit_offline_propensity_weighting.R
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bandit_offline_replay_evaluator.R
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functions_generic.R
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functions_utility.R
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history.R
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plot.R
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policy.R
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policy_cmab_lin_epoch_greedy.R
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policy_cmab_lin_epsilon_greedy.R
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policy_cmab_lin_ucb_disjoint_optimized.R
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policy_cmab_lin_ucb_hybrid.R
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policy_cont_lif.R
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policy_fixed.R
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policy_mab_ts_bootstrap.R
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policy_mab_ucb2.R
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policy_oracle.R
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policy_random.R
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simulator.R
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README.md
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_pkgdown.yml
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appveyor.yml
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codecov.yml
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contextual.Rproj
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cran-comments.md
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demo
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alternative_parallel_backends
azure
cluster.json
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credentials-sample.json
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demo_azure.R
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simulator_azure.R
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test_azure_connection.R
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redis
demo_redis.R
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simulator_redis.R
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rmpi
demo_rmpi.R
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simulator_rmpi.R
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test_rmpi_connection.R
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demo_bandit_algorithms_for_website_optimization.R
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demo_cmab_policy_comparison_linear_bandit.R
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demo_cmab_policy_comparison_weight_bandit.R
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demo_epsilon_greedy_policy.R
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demo_epsilon_greedy_to_epoch_greedy_policy.R
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demo_lif_bandit.R
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demo_mab_policy_comparison.R
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demo_offline_cmab_alpha_linucb_direct_method.R
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demo_offline_cmab_alpha_linucb_replay.R
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demo_simpsons_paradox_propensity.R
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demo_sine_bandit.R
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demo_subsubclass.R
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demo_sutton_barto.R
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evaluations_on_public_datasets
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demo_movielens_100k.R
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demo_movielens_10m.R
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offline_bandit_evaluations
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demo_offline_propensity_score.R
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replication_eckles_kaptein_2014
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demo_bootstrap_fig_3.R
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replication_kruijswijk_2018
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2a_main_synthetic_evaluation.R
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2b_dependent_observations_plot_bar.R
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3_offline_bootstrapped_persuasion.R
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bandit_bernoulli.R
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bandit_bootstrapped_replay.R
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bandit_replay.R
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beta_binom_hier_model.stan
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policy_pooled_egreedy.R
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policy_pooled_thompson.R
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policy_pooled_ucb.R
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replication_kruijswijk_2019
README.md
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bandit_continuum_function_bimodal.R
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bandit_continuum_function_unimodal.R
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bandit_continuum_offon.R
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bandit_continuum_offon_kern.R
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demo_lif_bandit.R
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demo_tbl_bandit.R
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policy_cont_lif_randstart.R
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policy_tbl.R
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replication_li_2010
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2_run_simulation.R
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3_plotter.R
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4_plotter.R
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2_run_the_simulation_on_monetdb.R
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yahoo_to_mysql.R
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yahoo_to_postgresql.R
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yahoo_to_sqlite.R
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yahoo_policy_epsilon_greedy.R
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yahoo_policy_epsilon_greedy_seg.R
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yahoo_policy_linucb_disjoint.R
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yahoo_policy_linucb_hybrid.R
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yahoo_policy_random.R
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yahoo_policy_ucb1_alpha.R
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yahoo_policy_ucb1_alpha_seg.R
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demo_yahoo_exploration
exploration.R
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plots.R
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replication_van_emden_2018
section_2_3.R
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section_3_2_1.R
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section_3_2_2.R
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section_4_2_plot.R
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section_5_2.R
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section_5_3.R
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section_5_4.R
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section_6.R
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section_7.R
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section_8.R
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docs
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LICENSE-text.html
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LICENSE.html
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README.html
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articles
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all_cmab_phases_Part2.pdf
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all_cmab_phases_Part3.pdf
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all_cmab_phases_Part4.pdf
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all_cmab_phases_Part5.pdf
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all_cmab_phases_Part6.pdf
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all_cmab_phases_Part7.pdf
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all_cmab_phases_Part8.pdf
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cmab_chart.pdf
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contextual_class.pdf
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contextual_sequence.pdf
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offline_bandit.pdf
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section_2_3.pdf
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cmabsoffline.html
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eckles_kaptein_1.png
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linucboffline.png
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mabs.jpg
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mabs.png
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offline_depaul_movies.html
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only_pkgdown
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replication-fig-1.jpg
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replication-fig-1.png
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sutton_eg_1.jpg
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sutton_gradient.png
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sutton_optimistic.png
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sutton_violin.png
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ucb_average_reward.png
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ucb_cumulative_reward.jpeg
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authors.html
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link.svg
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news
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pkgdown.css
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reference
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Bandit.html
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ContextualLogitBTSPolicy.html
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ContextualLogitBandit.html
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ContextualPrecachingBandit.html
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ContextualTSProbitPolicy.html
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ContinuumBandit.html
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EpsilonFirstPolicy-1.png
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EpsilonFirstPolicy-2.png
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LinUCBDisjointOptimizedPolicy.html
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LinUCBDisjointPolicy.html
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LinUCBGeneralPolicy.html
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LinUCBHybridOptimizedPolicy.html
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LinUCBHybridPolicy.html
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Policy.html
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RandomPolicy.html
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clip.html
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clipr.html
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figures
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2agent.jpeg
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3abandit.jpeg
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3bpolicy.jpeg
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3cbandit.jpeg
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algoepsilonfirst.jpg
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man
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UCB2Policy.Rd
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clipr.Rd
465 Bytes
data_table_factors_to_numeric.Rd
449 Bytes
dec-set.Rd
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figures
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2agent.jpeg
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3abandit.jpeg
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3bpolicy.jpeg
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3cbandit.jpeg
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cmab_all.jpeg
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cmab_all_large.jpg
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cmab_all_medium.jpg
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formatted_difftime.Rd
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get_arm_context.Rd
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get_full_context.Rd
832 Bytes
get_global_seed.Rd
390 Bytes
inc-set.Rd
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ind.Rd
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inv.Rd
366 Bytes
invgamma.Rd
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invlogit.Rd
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is_rstudio.Rd
345 Bytes
mvrnorm.Rd
678 Bytes
one_hot.Rd
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ones_in_zeroes.Rd
455 Bytes
plot.history.Rd
725 Bytes
print.history.Rd
732 Bytes
prob_winner.Rd
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sample_one_of.Rd
431 Bytes
set_external.Rd
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set_global_seed.Rd
313 Bytes
sherman_morrisson.Rd
360 Bytes
sim_post.Rd
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sum_of.Rd
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summary.history.Rd
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value_remaining.Rd
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var_welford.Rd
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which_max_list.Rd
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which_max_tied.Rd
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tests
figs
deps.txt
72 Bytes
plot
arm-plot.svg
7.8 kB
arms-color.svg
9.2 kB
arms-lims.svg
10.4 kB
average-regret-plot.svg
9.7 kB
average-reward-plot.svg
10.1 kB
basic-cumulative-plot.svg
11.2 kB
color-and-lty-stepping.svg
10.9 kB
cumulative-sd-plot.svg
8.3 kB
cumulative-traces-plot.svg
13.5 kB
legend-title-and-labels-plot.svg
10.6 kB
limits-plot.svg
9.8 kB
lwd-pot.svg
15.9 kB
only-sd-plot.svg
7.6 kB
plot-inc-var-no-color.svg
8.7 kB
traces-alpha-and-max-plot.svg
15.9 kB
traces-plot-smooth.svg
13.8 kB
ylim-plot.svg
10.5 kB
testthat
history_context_test.ref
2.9 kB
history_context_theta_test.ref
2.9 kB
history_test.ref
2.9 kB
history_theta_test.ref
2.9 kB
setup_tests.R
37 Bytes
teardown_tests.R
297 Bytes
test_agent.R
1.6 kB
test_bandits.R
21.9 kB
test_history.R
3.2 kB
test_plot.R
5.8 kB
test_policies.R
594 Bytes
test_policy.R
414 Bytes
test_utility_functions.R
1.6 kB
testthat.R
92 Bytes
vignettes
1.png
60.1 kB
Rplot.png
32.3 kB
basic_epsilon_greedy.png
34.8 kB
carskit_depaul.png
28.6 kB
cmabs.R
138 Bytes
cmabs.Rmd
1.1 kB
cmabs.png
33.4 kB
cmabsoffline.R
138 Bytes
cmabsoffline.Rmd
2.1 kB
compare.png
52.9 kB
contextual-fig-1.png
60.5 kB
contextual-fig-2.png
66.7 kB
eckles_kaptein.R
138 Bytes
eckles_kaptein.Rmd
1.6 kB
eckles_kaptein_0.png
12.6 kB
eckles_kaptein_1.png
12.3 kB
eg_average_reward.png
42.0 kB
eg_cumulative_reward.png
36.8 kB
eg_incorrect.png
44.3 kB
eg_optimal_action.png
41.6 kB
epsilongreedy.R
138 Bytes
epsilongreedy.Rmd
1.5 kB
introduction.R
143 Bytes
introduction.Rmd
8.4 kB
linucboffline.png
43.5 kB
mabs.Rmd
1.2 kB
mabs.png
39.9 kB
ml10m.R
138 Bytes
ml10m.Rmd
5.2 kB
ml10m.png
25.8 kB
offline_depaul_movies.R
138 Bytes
offline_depaul_movies.Rmd
2.3 kB
only_pkgdown
faq.Rmd
10.0 kB
faq.html
24.0 kB
replication-fig-1.png
7.4 kB
replication-fig-2.png
44.2 kB
replication.R
138 Bytes
replication.Rmd
9.7 kB
simpsons.R
138 Bytes
simpsons.Rmd
12.7 kB
softmax_average_reward.png
38.7 kB
softmax_cumulative_reward.png
35.0 kB
softmax_optimal_action.png
36.0 kB
sutton_barto.R
155 Bytes
sutton_barto.Rmd
4.5 kB
sutton_eg_1.png
41.3 kB
sutton_eg_2.png
25.9 kB
sutton_gradient.png
43.8 kB
sutton_optimistic.png
29.9 kB
sutton_ucb.png
31.5 kB
sutton_violin.png
16.0 kB
ucb_average_reward.png
35.7 kB
ucb_cumulative_reward.png
28.8 kB
ucb_optimal_action.png
34.6 kB
website_optimization.R
155 Bytes
website_optimization.Rmd
5.9 kB