Error: package not found, install 'emoji' package with 'pip install emoji'
Contents:
How to run the experiments ?
logs
Arms
Arms.Arm.Arm
Arms.Bernoulli.Bernoulli
Arms.Binomial.Binomial
Arms.Constant.Constant
Arms.DiscreteArm.DiscreteArm
Arms.Exponential.Exponential
Arms.Exponential.ExponentialFromMean
Arms.Exponential.UnboundedExponential
Arms.Gamma.Gamma
Arms.Gamma.GammaFromMean
Arms.Gamma.UnboundedGamma
Arms.Gaussian.Gaussian
Arms.Gaussian.Gaussian_0_1
Arms.Gaussian.Gaussian_0_10
Arms.Gaussian.Gaussian_0_100
Arms.Gaussian.Gaussian_0_2
Arms.Gaussian.Gaussian_0_5
Arms.Gaussian.Gaussian_m100_100
Arms.Gaussian.Gaussian_m10_10
Arms.Gaussian.Gaussian_m1_1
Arms.Gaussian.Gaussian_m2_2
Arms.Gaussian.Gaussian_m5_5
Arms.Gaussian.UnboundedGaussian
Arms.Poisson.Poisson
Arms.Poisson.UnboundedPoisson
Arms.UniformArm.UniformArm
complete_tree_exploration_for_MP_bandits
complete_tree_exploration_for_MP_bandits.State
complete_tree_exploration_for_MP_bandits.StateWithMemory
Environment
Environment.Evaluator.Evaluator
Environment.EvaluatorMultiPlayers.EvaluatorMultiPlayers
Environment.EvaluatorSparseMultiPlayers.EvaluatorSparseMultiPlayers
Environment.MAB.ChangingAtEachRepMAB
Environment.MAB.IncreasingMAB
Environment.MAB.MAB
Environment.MAB.MarkovianMAB
Environment.MAB.NonStationaryMAB
Environment.MAB.PieceWiseStationaryMAB
Environment.pykov.Chain
Environment.pykov.Matrix
Environment.pykov.Vector
Environment.Result.Result
Environment.ResultMultiPlayers.ResultMultiPlayers
Environment.usejoblib.Parallel
Environment.usetqdm.tqdm
Policies
Policies.AdBandits.AdBandits
Policies.AdSwitch.AdSwitch
Policies.AdSwitch.Phase
Policies.Aggregator.Aggregator
Policies.ApproximatedFHGittins.ApproximatedFHGittins
Policies.BasePolicy.BasePolicy
Policies.BaseWrapperPolicy.BaseWrapperPolicy
Policies.BayesianIndexPolicy.BayesianIndexPolicy
Policies.BayesUCB.BayesUCB
Policies.BESA.BESA
Policies.BoltzmannGumbel.BoltzmannGumbel
Policies.CD_UCB.BernoulliGLR_IndexPolicy
Policies.CD_UCB.BernoulliGLR_IndexPolicy_WithTracking
Policies.CD_UCB.CD_IndexPolicy
Policies.CD_UCB.CUSUM_IndexPolicy
Policies.CD_UCB.GaussianGLR_IndexPolicy
Policies.CD_UCB.GaussianGLR_IndexPolicy_WithTracking
Policies.CD_UCB.GLR_IndexPolicy
Policies.CD_UCB.GLR_IndexPolicy_WithTracking
Policies.CD_UCB.PHT_IndexPolicy
Policies.CD_UCB.SlidingWindowRestart_IndexPolicy
Policies.CD_UCB.SubGaussianGLR_IndexPolicy
Policies.CORRAL.CORRAL
Policies.CPUCB.CPUCB
Policies.DiscountedBayesianIndexPolicy.DiscountedBayesianIndexPolicy
Policies.DiscountedThompson.DiscountedThompson
Policies.DiscountedUCB.DiscountedUCB
Policies.DiscountedUCB.DiscountedUCBPlus
Policies.DMED.DMED
Policies.DMED.DMEDPlus
Policies.DoublingTrickWrapper.DoublingTrickWrapper
Policies.EmpiricalMeans.EmpiricalMeans
Policies.EpsilonGreedy.EpsilonDecreasing
Policies.EpsilonGreedy.EpsilonDecreasingMEGA
Policies.EpsilonGreedy.EpsilonExpDecreasing
Policies.EpsilonGreedy.EpsilonFirst
Policies.EpsilonGreedy.EpsilonGreedy
Policies.Exp3.Exp3
Policies.Exp3.Exp3Decreasing
Policies.Exp3.Exp3ELM
Policies.Exp3.Exp3SoftMix
Policies.Exp3.Exp3WithHorizon
Policies.Exp3PlusPlus.Exp3PlusPlus
Policies.Exp3R.DriftDetection_IndexPolicy
Policies.Exp3R.Exp3R
Policies.Exp3R.Exp3RPlusPlus
Policies.Experimentals.BlackBoxOpt.BlackBoxOpt
Policies.Experimentals.KLempUCB.KLempUCB
Policies.Experimentals.klUCBlog10.klUCBlog10
Policies.Experimentals.klUCBloglog10.klUCBloglog10
Policies.Experimentals.ThompsonRobust.ThompsonRobust
Policies.Experimentals.UCBjulia.UCBjulia
Policies.Experimentals.UCBlog10.UCBlog10
Policies.Experimentals.UCBlog10alpha.UCBlog10alpha
Policies.Experimentals.UCBoost_faster.UCB_bq
Policies.Experimentals.UCBoost_faster.UCB_h
Policies.Experimentals.UCBoost_faster.UCB_lb
Policies.Experimentals.UCBoost_faster.UCB_sq
Policies.Experimentals.UCBoost_faster.UCB_t
Policies.Experimentals.UCBoost_faster.UCBoost
Policies.Experimentals.UCBoost_faster.UCBoost_bq_h_lb
Policies.Experimentals.UCBoost_faster.UCBoost_bq_h_lb_t
Policies.Experimentals.UCBoost_faster.UCBoost_bq_h_lb_t_sq
Policies.Experimentals.UCBoost_faster.UCBoostEpsilon
Policies.Experimentals.UCBwrong.UCBwrong
Policies.Experimentals.UnsupervisedLearning.FittingModel
Policies.Experimentals.UnsupervisedLearning.SimpleBernoulliKernel
Policies.Experimentals.UnsupervisedLearning.SimpleGaussianKernel
Policies.Experimentals.UnsupervisedLearning.UnsupervisedLearning
Policies.ExploreThenCommit._ETC_RoundRobin_WithStoppingCriteria
Policies.ExploreThenCommit.DeltaUCB
Policies.ExploreThenCommit.ETC_BAI
Policies.ExploreThenCommit.ETC_FixedBudget
Policies.ExploreThenCommit.ETC_KnownGap
Policies.ExploreThenCommit.ETC_RandomStop
Policies.ExploreThenCommit.ETC_SPRT
Policies.GenericAggregation.GenericAggregation
Policies.Hedge.Hedge
Policies.Hedge.HedgeDecreasing
Policies.Hedge.HedgeWithHorizon
Policies.IMED.IMED
Policies.IndexPolicy.IndexPolicy
Policies.klUCB.klUCB
Policies.klUCBH.klUCBH
Policies.klUCBHPlus.klUCBHPlus
Policies.klUCBloglog.klUCBloglog
Policies.klUCBPlus.klUCBPlus
Policies.klUCBPlusPlus.klUCBPlusPlus
Policies.klUCBswitch.klUCBswitch
Policies.klUCBswitch.klUCBswitchAnytime
Policies.LearnExp.LearnExp
Policies.LM_DSEE.LM_DSEE
Policies.LM_DSEE.State
Policies.MEGA.MEGA
Policies.Monitored_UCB.Monitored_IndexPolicy
Policies.MOSS.MOSS
Policies.MOSSAnytime.MOSSAnytime
Policies.MOSSExperimental.MOSSExperimental
Policies.MOSSH.MOSSH
Policies.MusicalChair.MusicalChair
Policies.MusicalChair.State
Policies.MusicalChairNoSensing.MusicalChairNoSensing
Policies.MusicalChairNoSensing.State
Policies.OCUCB.OCUCB
Policies.OCUCBH.AOCUCBH
Policies.OCUCBH.OCUCBH
Policies.OracleSequentiallyRestartPolicy.OracleSequentiallyRestartPolicy
Policies.OSSB.GaussianOSSB
Policies.OSSB.OSSB
Policies.OSSB.OSSB_AutoDecreasingRate
Policies.OSSB.OSSB_DecreasingRate
Policies.OSSB.Phase
Policies.OSSB.SparseOSSB
Policies.Posterior.Beta.Beta
Policies.Posterior.DiscountedBeta.DiscountedBeta
Policies.Posterior.Gamma.Gamma
Policies.Posterior.Gauss.Gauss
Policies.Posterior.Posterior.Posterior
Policies.ProbabilityPursuit.ProbabilityPursuit
Policies.SIC_MMAB.SIC_MMAB
Policies.SIC_MMAB.SIC_MMAB_klUCB
Policies.SIC_MMAB.SIC_MMAB_UCB
Policies.SIC_MMAB.State
Policies.SlidingWindowRestart.SlidingWindowRestart
Policies.SlidingWindowRestart.SWR_klUCB
Policies.SlidingWindowRestart.SWR_UCB
Policies.SlidingWindowRestart.SWR_UCBalpha
Policies.SlidingWindowUCB.SWUCB
Policies.SlidingWindowUCB.SWUCBPlus
Policies.Softmax.Softmax
Policies.Softmax.SoftmaxDecreasing
Policies.Softmax.SoftmaxWithHorizon
Policies.Softmax.SoftMix
Policies.SparseklUCB.Phase
Policies.SparseklUCB.SparseklUCB
Policies.SparseUCB.Phase
Policies.SparseUCB.SparseUCB
Policies.SparseWrapper.Phase
Policies.SparseWrapper.SparseWrapper
Policies.SuccessiveElimination.SuccessiveElimination
Policies.SWHash_UCB.SWHash_IndexPolicy
Policies.TakeFixedArm.TakeFixedArm
Policies.TakeRandomFixedArm.TakeRandomFixedArm
Policies.Thompson.Thompson
Policies.TrekkingTSN.State
Policies.TrekkingTSN.TrekkingTSN
Policies.UCB.UCB
Policies.UCBalpha.UCBalpha
Policies.UCBdagger.UCBdagger
Policies.UCBH.UCBH
Policies.UCBimproved.UCBimproved
Policies.UCBmin.UCBmin
Policies.UCBoost.UCB_bq
Policies.UCBoost.UCB_h
Policies.UCBoost.UCB_lb
Policies.UCBoost.UCB_sq
Policies.UCBoost.UCB_t
Policies.UCBoost.UCBoost
Policies.UCBoost.UCBoost_bq_h_lb
Policies.UCBoost.UCBoost_bq_h_lb_t
Policies.UCBoost.UCBoost_bq_h_lb_t_sq
Policies.UCBoost.UCBoostEpsilon
Policies.UCBplus.UCBplus
Policies.UCBrandomInit.UCBrandomInit
Policies.UCBV.UCBV
Policies.UCBVtuned.UCBVtuned
Policies.Uniform.Uniform
Policies.UniformOnSome.UniformOnSome
Policies.WrapRange.WrapRange
PoliciesMultiPlayers
PoliciesMultiPlayers.ALOHA.ALOHA
PoliciesMultiPlayers.ALOHA.oneALOHA
PoliciesMultiPlayers.BaseCentralizedPolicy.BaseCentralizedPolicy
PoliciesMultiPlayers.BaseMPPolicy.BaseMPPolicy
PoliciesMultiPlayers.CentralizedCycling.CentralizedCycling
PoliciesMultiPlayers.CentralizedCycling.Cycling
PoliciesMultiPlayers.CentralizedFixed.CentralizedFixed
PoliciesMultiPlayers.CentralizedFixed.Fixed
PoliciesMultiPlayers.CentralizedIMP.CentralizedIMP
PoliciesMultiPlayers.CentralizedMultiplePlay.CentralizedChildPointer
PoliciesMultiPlayers.CentralizedMultiplePlay.CentralizedMultiplePlay
PoliciesMultiPlayers.ChildPointer.ChildPointer
PoliciesMultiPlayers.EstimateM.EstimateM
PoliciesMultiPlayers.EstimateM.oneEstimateM
PoliciesMultiPlayers.OracleFair.CyclingBest
PoliciesMultiPlayers.OracleFair.OracleFair
PoliciesMultiPlayers.OracleNotFair.Fixed
PoliciesMultiPlayers.OracleNotFair.OracleNotFair
PoliciesMultiPlayers.RandTopM.MCTopM
PoliciesMultiPlayers.RandTopM.MCTopMCautious
PoliciesMultiPlayers.RandTopM.MCTopMExtraCautious
PoliciesMultiPlayers.RandTopM.MCTopMOld
PoliciesMultiPlayers.RandTopM.oneRandTopM
PoliciesMultiPlayers.RandTopM.RandTopM
PoliciesMultiPlayers.RandTopM.RandTopMCautious
PoliciesMultiPlayers.RandTopM.RandTopMExtraCautious
PoliciesMultiPlayers.RandTopM.RandTopMOld
PoliciesMultiPlayers.RandTopMEst.MCTopMEst
PoliciesMultiPlayers.RandTopMEst.MCTopMEstPlus
PoliciesMultiPlayers.RandTopMEst.oneRandTopMEst
PoliciesMultiPlayers.RandTopMEst.RandTopMEst
PoliciesMultiPlayers.RandTopMEst.RandTopMEstPlus
PoliciesMultiPlayers.rhoCentralized.oneRhoCentralized
PoliciesMultiPlayers.rhoCentralized.rhoCentralized
PoliciesMultiPlayers.rhoEst.oneRhoEst
PoliciesMultiPlayers.rhoEst.rhoEst
PoliciesMultiPlayers.rhoEst.rhoEstPlus
PoliciesMultiPlayers.rhoLearn.oneRhoLearn
PoliciesMultiPlayers.rhoLearn.rhoLearn
PoliciesMultiPlayers.rhoLearnEst.oneRhoLearnEst
PoliciesMultiPlayers.rhoLearnEst.rhoLearnEst
PoliciesMultiPlayers.rhoLearnExp3.oneRhoLearnExp3
PoliciesMultiPlayers.rhoLearnExp3.rhoLearnExp3
PoliciesMultiPlayers.rhoRand.oneRhoRand
PoliciesMultiPlayers.rhoRand.rhoRand
PoliciesMultiPlayers.rhoRandALOHA.oneRhoRandALOHA
PoliciesMultiPlayers.rhoRandALOHA.rhoRandALOHA
PoliciesMultiPlayers.rhoRandRand.oneRhoRandRand
PoliciesMultiPlayers.rhoRandRand.rhoRandRand
PoliciesMultiPlayers.rhoRandRotating.oneRhoRandRotating
PoliciesMultiPlayers.rhoRandRotating.rhoRandRotating
PoliciesMultiPlayers.rhoRandSticky.oneRhoRandSticky
PoliciesMultiPlayers.rhoRandSticky.rhoRandSticky
PoliciesMultiPlayers.Scenario1.OneScenario1
PoliciesMultiPlayers.Scenario1.Scenario1
PoliciesMultiPlayers.Selfish.Selfish
PoliciesMultiPlayers.Selfish.SelfishChildPointer