Exhibit 23.1

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CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

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We hereby consent to the incorporation by reference in the Registration Statements on Form S-8 (Nos. 333-232102, 333-224037, 333-217011, 333-210483, 333-203083, 333-194898, 333-191194, and 333-184716) of RH of our report dated March 30, 2020 relating to the financial statements and the effectiveness of internal control over financial reporting, which appears in this Form 10-K.

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/s/ PricewaterhouseCoopers LLP

San Francisco, California

March 30, 2020