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  <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_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_LesseeOperatingLeaseAndFinanceLeaseLiabilityMaturityTableTextBlock" name="LesseeOperatingLeaseAndFinanceLeaseLiabilityMaturityTableTextBlock" nillable="true" type="dtr-types:textBlockItemType" substitutionGroup="xbrli:item" 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_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_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_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_TradenamesTrademarksAndOtherIntangibleAssetsMember" name="TradenamesTrademarksAndOtherIntangibleAssetsMember" nillable="true" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" abstract="true" 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_TenantAllowanceReceivable" name="TenantAllowanceReceivable" nillable="true" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" xbrli:periodType="instant" xbrli:balance="debit" />
  <xsd:element id="rh_AspenLlcSOneOfThreeMember" name="AspenLlcSOneOfThreeMember" 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="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="CashPaidForAmountsIncludedInMeasurementOfLeaseLiabilitiesAbstract" id="rh_CashPaidForAmountsIncludedInMeasurementOfLeaseLiabilitiesAbstract" type="xbrli:stringItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="VariableInterestEntitiesAbstract" id="rh_VariableInterestEntitiesAbstract" type="xbrli:stringItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="DebtFloorInterestRate" id="rh_DebtFloorInterestRate" type="dtr-types:percentItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" />
  <xsd:element name="OneMemberLlcMember" id="rh_OneMemberLlcMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RestorationHardwareInc.Member" id="rh_RestorationHardwareInc.Member" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RestorationHardwareIncRestorationHardwareCanadaIncAndOtherSubsidiariesOfRhMember" id="rh_RestorationHardwareIncRestorationHardwareCanadaIncAndOtherSubsidiariesOfRhMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="InitialDirectCostsCapitalizedPriorToLeaseCommencement" id="rh_InitialDirectCostsCapitalizedPriorToLeaseCommencement" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="debit" />
  <xsd:element name="EquityMethodInvestmentNumberOfRealEstateDevelopmentLimitedLiabilityCompanies" id="rh_EquityMethodInvestmentNumberOfRealEstateDevelopmentLimitedLiabilityCompanies" type="xbrli:integerItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="SevenMemberLlcMember" id="rh_SevenMemberLlcMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="TwoThousandTwentyThreeStockIncentivePlanMember" id="rh_TwoThousandTwentyThreeStockIncentivePlanMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RealEstateLoansMember" id="rh_RealEstateLoansMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="LiborMember" id="rh_LiborMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RealEstateSegmentMember" id="rh_RealEstateSegmentMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RestrictedStockAndRestrictedStockUnitsMember" id="rh_RestrictedStockAndRestrictedStockUnitsMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RhGalleriesMember" id="rh_RhGalleriesMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RhGuesthouseMember" id="rh_RhGuesthouseMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="RhOutletStoresMember" id="rh_RhOutletStoresMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="EriChayaMember" id="rh_EriChayaMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="NumberOfEntitiesInWhichMembershipInterestsHeldBySegments" id="rh_NumberOfEntitiesInWhichMembershipInterestsHeldBySegments" type="xbrli:integerItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="OperatingAndFinanceLeaseLeaseNotYetCommencedMember" id="rh_OperatingAndFinanceLeaseLeaseNotYetCommencedMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="ReclassificationFromOtherNonCurrentAssetsToFinanceLeaseRightOfUseAssets" id="rh_ReclassificationFromOtherNonCurrentAssetsToFinanceLeaseRightOfUseAssets" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
  <xsd:element name="RhDesignStudioMember" id="rh_RhDesignStudioMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="SixMemberLlcMember" id="rh_SixMemberLlcMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="CapitalizedCloudComputingCostPrepaidExpenseAndOtherCurrentAssets" id="rh_CapitalizedCloudComputingCostPrepaidExpenseAndOtherCurrentAssets" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="debit" />
  <xsd:element name="RepaymentOfPromissoryNoteFromEquityMethodInvestee" id="rh_RepaymentOfPromissoryNoteFromEquityMethodInvestee" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="debit" />
  <xsd:element name="RhGenevaSarlMember" id="rh_RhGenevaSarlMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="NumberOfReportableSegmentsNotDisclosedFlag" id="rh_NumberOfReportableSegmentsNotDisclosedFlag" type="xbrli:booleanItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="MarkDemilioMember" id="rh_MarkDemilioMember" type="dtr-types:domainItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="true" />
  <xsd:element name="AccruedSalesUseAndOtherIndirectTax" id="rh_AccruedSalesUseAndOtherIndirectTax" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="credit" />
  <xsd:element name="ReclassificationFromOtherNonCurrentAssetsToOperatingLeaseRightOfUseAssets" id="rh_ReclassificationFromOtherNonCurrentAssetsToOperatingLeaseRightOfUseAssets" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" xbrli:balance="credit" />
  <xsd:element name="ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfStockIncentivePlans" id="rh_ShareBasedCompensationArrangementByShareBasedPaymentAwardNumberOfStockIncentivePlans" type="xbrli:integerItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="NumberOfPropertyTransferred" id="rh_NumberOfPropertyTransferred" type="xbrli:integerItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="duration" abstract="false" />
  <xsd:element name="RefundsForTariffsReceived" id="rh_RefundsForTariffsReceived" type="xbrli:monetaryItemType" substitutionGroup="xbrli:item" nillable="true" xbrli:periodType="instant" abstract="false" xbrli:balance="debit" />
</xsd:schema>
