SMPyBandits
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Contents:
SMPyBandits
SMPyBandits modules
Arms package
Environment package
Policies package
Subpackages
Submodules
Policies.AdBandits module
Policies.AdSwitch module
Policies.AdSwitchNew module
Policies.Aggregator module
Policies.ApproximatedFHGittins module
Policies.BESA module
Policies.BasePolicy module
Policies.BaseWrapperPolicy module
Policies.BayesUCB module
Policies.BayesianIndexPolicy module
Policies.BoltzmannGumbel module
Policies.CD_UCB module
Policies.CORRAL module
Policies.CPUCB module
Policies.CUSUM_UCB module
Policies.DMED module
Policies.DiscountedBayesianIndexPolicy module
Policies.DiscountedThompson module
Policies.DiscountedUCB module
Policies.DoublingTrickWrapper module
Policies.EmpiricalMeans module
Policies.EpsilonGreedy module
Policies.Exp3 module
Policies.Exp3PlusPlus module
Policies.Exp3R module
Policies.Exp3S module
Policies.ExploreThenCommit module
Policies.FEWA module
Policies.GLR_UCB module
Policies.GenericAggregation module
Policies.GreedyOracle module
Policies.Hedge module
Policies.IMED module
Policies.IndexPolicy module
Policies.LM_DSEE module
Policies.LearnExp module
Policies.MEGA module
Policies.MOSS module
Policies.MOSSAnytime module
Policies.MOSSExperimental module
Policies.MOSSH module
Policies.Monitored_UCB module
Policies.MusicalChair module
Policies.MusicalChairNoSensing module
Policies.OCUCB module
Policies.OCUCBH module
Policies.OSSB module
Policies.OracleSequentiallyRestartPolicy module
Policies.PHE module
Policies.ProbabilityPursuit module
Policies.RAWUCB module
Policies.RCB module
Policies.RandomizedIndexPolicy module
Policies.SIC_MMAB module
Policies.SWA module
Policies.SWHash_UCB module
Policies.SlidingWindowRestart module
Policies.SlidingWindowUCB module
Policies.Softmax module
Policies.SparseUCB module
Policies.SparseWrapper module
Policies.SparseklUCB module
Policies.SuccessiveElimination module
Policies.TakeFixedArm module
Policies.TakeRandomFixedArm module
Policies.Thompson module
Policies.TrekkingTSN module
Policies.TsallisInf module
Policies.UCB module
Policies.UCBH module
Policies.UCBV module
Policies.UCBVtuned module
Policies.UCBalpha module
Policies.UCBdagger module
Policies.UCBimproved module
Policies.UCBmin module
Policies.UCBoost module
Policies.UCBplus module
Policies.UCBrandomInit module
Policies.Uniform module
Policies.UniformOnSome module
Policies.WrapRange module
Policies.klUCB module
Policies.klUCBH module
Policies.klUCBHPlus module
Policies.klUCBPlus module
Policies.klUCBPlusPlus module
Policies.klUCB_forGLR module
Policies.klUCBloglog module
Policies.klUCBloglog_forGLR module
Policies.klUCBswitch module
Policies.kullback module
Policies.kullback_cython module
Policies.setup module
Policies.usenumba module
Policies.with_proba module
PoliciesMultiPlayers package
complete_tree_exploration_for_MP_bandits module
configuration module
configuration_comparing_aggregation_algorithms module
configuration_comparing_doubling_algorithms module
configuration_markovian module
configuration_multiplayers module
configuration_sparse module
configuration_sparse_multiplayers module
env_client module
main module
main_multiplayers module
main_multiplayers_more module
main_sparse_multiplayers module
policy_server module
How to run the code ?
List of research publications using Lilian Besson’s SMPyBandits project
Policy aggregation algorithms
Multi-players simulation environment
Doubling Trick for Multi-Armed Bandits
Structure and Sparsity of Stochastic Multi-Armed Bandits
Non-Stationary Stochastic Multi-Armed Bandits
Short documentation of the API
About parallel computations
:boom: TODO
Some illustrations for this project
Jupyter Notebooks :notebook: by Naereen @ GitHub
List of notebooks for SMPyBandits
A note on execution times, speed and profiling
UML diagrams
logs
files
SMPyBandits
Docs
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SMPyBandits modules
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Policies package
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Policies.kullback_cython module
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Policies.kullback_cython module
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