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  <xsd:element name="FurnitureMember" id="rh_FurnitureMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="NonFurnitureMember" id="rh_NonFurnitureMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="NumberOfRetailStores" id="rh_NumberOfRetailStores" type="xbrli:integerItemType" substitutionGroup="xbrli:item" abstract="false" nillable="true" xbrli:periodType="instant" />
  <xsd:element name="EntityWideRevenueMajorCustomerNumber" id="rh_EntityWideRevenueMajorCustomerNumber" type="xbrli:integerItemType" substitutionGroup="xbrli:item" abstract="false" nillable="true" xbrli:periodType="duration" />
  <xsd:element id="rh_VestedAndDeliveredRestrictedStockUnits" name="VestedAndDeliveredRestrictedStockUnits" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element name="VestedAndDeliveredRestrictedStockUnitsShares" id="rh_VestedAndDeliveredRestrictedStockUnitsShares" type="xbrli:sharesItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeOneMember" id="rh_ExercisePriceRangeOneMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeTwoMember" id="rh_ExercisePriceRangeTwoMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeThreeMember" id="rh_ExercisePriceRangeThreeMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeFourMember" id="rh_ExercisePriceRangeFourMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeFiveMember" id="rh_ExercisePriceRangeFiveMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element name="ExercisePriceRangeSixMember" id="rh_ExercisePriceRangeSixMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" nillable="true" xbrli:periodType="duration" />
  <xsd:element id="rh_NumberOfGalleries" name="NumberOfGalleries" nillable="true" type="xbrli:integerItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" />
  <xsd:element id="rh_EquipmentPromissoryNotesMember" name="EquipmentPromissoryNotesMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_LeaseDisclosureTextBlock" name="LeaseDisclosureTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_LesseeBalanceSheetInformationTableTextBlock" name="LesseeBalanceSheetInformationTableTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_LesseeSupplementalInformationTableTextBlock" name="LesseeSupplementalInformationTableTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_LesseeOtherInformationTableTextBlock" name="LesseeOtherInformationTableTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_InventoryRecallBenefits" name="InventoryRecallBenefits" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_IncreaseDecreaseInLandlordAssetsUnderConstruction" name="IncreaseDecreaseInLandlordAssetsUnderConstruction" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityCurrent" name="OperatingAndFinanceLeaseLiabilityCurrent" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityNoncurrent" name="OperatingAndFinanceLeaseLiabilityNoncurrent" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiability" name="OperatingAndFinanceLeaseLiability" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_FinanceLeaseAccumulatedAmortization" name="FinanceLeaseAccumulatedAmortization" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilitiesPaymentsDueAbstract" name="OperatingAndFinanceLeaseLiabilitiesPaymentsDueAbstract" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsRemainderOfFiscalYear" name="OperatingAndFinanceLeaseLiabilityPaymentsRemainderOfFiscalYear" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueYearTwo" name="OperatingAndFinanceLeaseLiabilityPaymentsDueYearTwo" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueYearThree" name="OperatingAndFinanceLeaseLiabilityPaymentsDueYearThree" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueYearFour" name="OperatingAndFinanceLeaseLiabilityPaymentsDueYearFour" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueYearFive" name="OperatingAndFinanceLeaseLiabilityPaymentsDueYearFive" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDue" name="OperatingAndFinanceLeaseLiabilityPaymentsDue" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityUndiscountedExcessAmount" name="OperatingAndFinanceLeaseLiabilityUndiscountedExcessAmount" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeaseRightOfUseAssets" name="OperatingAndFinanceLeaseRightOfUseAssets" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseLeaseNotYetCommencedAmount" name="LesseeOperatingAndFinanceLeaseLeaseNotYetCommencedAmount" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_OperatingAndFinanceLeasePayments" name="OperatingAndFinanceLeasePayments" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_IncreaseDecreaseInOperatingLeaseLiabilities" name="IncreaseDecreaseInOperatingLeaseLiabilities" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_EquipmentLoanFacilityMember" name="EquipmentLoanFacilityMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_UnredeemedGiftCardAndMerchandiseCreditLiability" name="UnredeemedGiftCardAndMerchandiseCreditLiability" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_NonCashOperatingLeaseCost" name="NonCashOperatingLeaseCost" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_ReclassificationOfAssetsFromLandlordAssetsUnderConstructionToFinanceLeaseRightOfUseAssets" name="ReclassificationOfAssetsFromLandlordAssetsUnderConstructionToFinanceLeaseRightOfUseAssets" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_AccretionOfDebtDiscount" name="AccretionOfDebtDiscount" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_ConvertibleSeniorNotesDueTwoThousandTwentyFourMember" name="ConvertibleSeniorNotesDueTwoThousandTwentyFourMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_LesseeOperatingLeaseAndFinanceLeaseLiabilityMaturityTableTextBlock" name="LesseeOperatingLeaseAndFinanceLeaseLiabilityMaturityTableTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_FiscalTwentyNineteenNineFiftyHundredMillionRepurchaseProgramMember" name="FiscalTwentyNineteenNineFiftyHundredMillionRepurchaseProgramMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_AvailabilityInComplianceWithFixedChargeCoverageRatio" name="AvailabilityInComplianceWithFixedChargeCoverageRatio" nillable="true" type="xbrli:pureItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" />
  <xsd:element id="rh_PercentageOfLenderCommitmentsUnderCreditAgreementForMinimumFixedChargeCoverageRatioThreshold" name="PercentageOfLenderCommitmentsUnderCreditAgreementForMinimumFixedChargeCoverageRatioThreshold" nillable="true" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueNextTwelveMonths" name="OperatingAndFinanceLeaseLiabilityPaymentsDueNextTwelveMonths" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_CommonAreaMaintenance" name="CommonAreaMaintenance" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_DeferredRevenueAndCustomerDeposits" name="DeferredRevenueAndCustomerDeposits" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_UnusualRiskOrUncertaintyPolicyPolicyTextBock" name="UnusualRiskOrUncertaintyPolicyPolicyTextBock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_ExerciseOfOptionAmountSettledConvertible" name="ExerciseOfOptionAmountSettledConvertible" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_StockSettledDuringPeriodValueExerciseOfOptionConvertibleSecurities" name="StockSettledDuringPeriodValueExerciseOfOptionConvertibleSecurities" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_StockSettledDuringPeriodExerciseOfOptionConvertibleSecurities" name="StockSettledDuringPeriodExerciseOfOptionConvertibleSecurities" nillable="true" type="xbrli:sharesItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_PaymentRelatedSettlementsForConvertibleSeniorNotes" name="PaymentRelatedSettlementsForConvertibleSeniorNotes" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_StockIssuedDuringPeriodSharesWarrantsExercised" name="StockIssuedDuringPeriodSharesWarrantsExercised" nillable="true" type="xbrli:sharesItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_GoodwillTradenamesTrademarksAndDomainNamesTable" name="GoodwillTradenamesTrademarksAndDomainNamesTable" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrldt:hypercubeItem" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_GoodwillTradenamesTrademarksAndDomainNamesLineItems" name="GoodwillTradenamesTrademarksAndDomainNamesLineItems" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_FinanceLeaseCostsAbstract" name="FinanceLeaseCostsAbstract" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_WeightedAverageRemainingLeaseTermAbstract" name="WeightedAverageRemainingLeaseTermAbstract" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_WeightedAverageDiscountRateAbstract" name="WeightedAverageDiscountRateAbstract" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_AcquisitionRelatedEscrowDepositsCurrent" name="AcquisitionRelatedEscrowDepositsCurrent" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodTotalGrantDateFairValue" name="ShareBasedCompensationArrangementByShareBasedPaymentAwardOptionsGrantsInPeriodTotalGrantDateFairValue" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="debit" />
  <xsd:element id="rh_InitialDirectCostExpensePriorToCommencement" name="InitialDirectCostExpensePriorToCommencement" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueNextTwelveMonths" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueNextTwelveMonths" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearTwo" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearTwo" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearThree" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearThree" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearFour" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearFour" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearFive" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueInYearFive" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueAfterYearFive" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueAfterYearFive" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_AspenLlcSMember" name="AspenLlcSMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_RealEstateInvestmentSegmentMember" name="RealEstateInvestmentSegmentMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_RealEstateDevelopmentSegmentMember" name="RealEstateDevelopmentSegmentMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_LeaseRightOfUseAssetsObtainedInExchangeForLeaseObligationsNetOfLeaseTerminationsNonCashAbstract" name="LeaseRightOfUseAssetsObtainedInExchangeForLeaseObligationsNetOfLeaseTerminationsNonCashAbstract" nillable="true" type="xbrli:stringItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_IncomeLossFromContinuingOperationsAfterIncomeTaxesBeforeMinorityInterestAndIncomeLossFromEquityMethodInvestments" name="IncomeLossFromContinuingOperationsAfterIncomeTaxesBeforeMinorityInterestAndIncomeLossFromEquityMethodInvestments" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element id="rh_OtherNoncurrentObligations" name="OtherNoncurrentObligations" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_NumberOfPrivatelyHeldLimitedCompanies" name="NumberOfPrivatelyHeldLimitedCompanies" nillable="true" type="xbrli:integerItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" />
  <xsd:element id="rh_OperatingAndFinanceLeaseLiabilityPaymentsDueAfterYearFive" name="OperatingAndFinanceLeaseLiabilityPaymentsDueAfterYearFive" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueReminderOfFiscalYear" name="LesseeOperatingAndFinanceLeaseNotYetCommencedAmountPaymentsDueReminderOfFiscalYear" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_TradenamesTrademarksAndOtherIntangibleAssetsMember" name="TradenamesTrademarksAndOtherIntangibleAssetsMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_ConcentrationRiskThresholdPercentage" name="ConcentrationRiskThresholdPercentage" nillable="true" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_TwelfthAmendedAndRestatedCreditAgreementMember" name="TwelfthAmendedAndRestatedCreditAgreementMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_LineOfCreditAccordionFeatureExpandedAmount" name="LineOfCreditAccordionFeatureExpandedAmount" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="credit" />
  <xsd:element id="rh_CreditAgreementFccrCovenantUnusedAvailableAmountThreshold" name="CreditAgreementFccrCovenantUnusedAvailableAmountThreshold" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_ConversionValueNumberOfTradingDaysObservationPeriod" name="ConversionValueNumberOfTradingDaysObservationPeriod" nillable="true" type="xbrli:durationItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_TenantAllowanceReceivable" name="TenantAllowanceReceivable" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_TermLoanNetMember" name="TermLoanNetMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" xbrli:periodType="duration" />
  <xsd:element id="rh_DebtInstrumentFloorInterestRate" name="DebtInstrumentFloorInterestRate" nillable="true" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_DebtInstrumentPercentageOfDiscountOnFaceAmount" name="DebtInstrumentPercentageOfDiscountOnFaceAmount" nillable="true" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_DebtInstrumentPercentageOfPrepaymentPremium" name="DebtInstrumentPercentageOfPrepaymentPremium" nillable="true" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" />
  <xsd:element id="rh_PaymentsForTermLoanCreditAgreement" name="PaymentsForTermLoanCreditAgreement" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="duration" xbrli:balance="credit" />
  <xsd:element name="OtherExpenseNet" id="rh_OtherExpenseNet" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="debit" />
  <xsd:element name="ConversionLiabilityForConvertibleSeniorNotes" id="rh_ConversionLiabilityForConvertibleSeniorNotes" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="TwelfthAmendmentMember" id="rh_TwelfthAmendmentMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="LineOfCreditMaximumBorrowingCapacityIncludingAccordionFeature" id="rh_LineOfCreditMaximumBorrowingCapacityIncludingAccordionFeature" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="IncrementalAmendmentWithBankOfAmericaN.a.Member" id="rh_IncrementalAmendmentWithBankOfAmericaN.a.Member" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="DebtInstrumentCreditSpreadAdjustmentInterestRate" id="rh_DebtInstrumentCreditSpreadAdjustmentInterestRate" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="ConvertibleSeniorNotesDue2023And2024Member" id="rh_ConvertibleSeniorNotesDue2023And2024Member" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="NotesRepurchaseMember" id="rh_NotesRepurchaseMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="NotesRepurchaseCarryingValueOfDebtLiabilityAndFairValueEmbeddedEquityDerivative" id="rh_NotesRepurchaseCarryingValueOfDebtLiabilityAndFairValueEmbeddedEquityDerivative" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="NotesRepurchaseFairValueOfBifurcatedEmbeddedEquityDerivative" id="rh_NotesRepurchaseFairValueOfBifurcatedEmbeddedEquityDerivative" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="NotesRepurchaseDebtLiabilityAndBifurcatedEmbeddedEquityDerivativeSettled" id="rh_NotesRepurchaseDebtLiabilityAndBifurcatedEmbeddedEquityDerivativeSettled" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="NetIncomeAdjustedForLossOnExtinguishmentOfDebt" id="rh_NetIncomeAdjustedForLossOnExtinguishmentOfDebt" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
  <xsd:element name="CreditFacilitiesMember" id="rh_CreditFacilitiesMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="ExtinguishmentOfConvertibleSeniorNotesRelatedToRepurchaseObligation" id="rh_ExtinguishmentOfConvertibleSeniorNotesRelatedToRepurchaseObligation" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
  <xsd:element name="FinancingLiabilityAndEmbeddedDerivativeArisingFromConvertibleSeniorNotesRepurchase" id="rh_FinancingLiabilityAndEmbeddedDerivativeArisingFromConvertibleSeniorNotesRepurchase" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
  <xsd:element name="ExercisePriceRangeSevenMember" id="rh_ExercisePriceRangeSevenMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="CashPaidForAmountsIncludedInMeasurementOfLeaseLiabilitiesAbstract" id="rh_CashPaidForAmountsIncludedInMeasurementOfLeaseLiabilitiesAbstract" type="xbrli:stringItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="EquityComponentRecombinedUponAdoptionOfAccountingStandardUpdate" id="rh_EquityComponentRecombinedUponAdoptionOfAccountingStandardUpdate" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
</xsd:schema>
