Nancy Reagan has died ... TMZ has learned from a close family member.

The former first lady was living in Bel Air and has been in failing health in recent years.  She died from congestive heart failure at her home.

Mrs. Reagan married Ronald in 1952 and went on to became a First Lady who at first was severely criticized for her fancy taste -- particularly in china -- but went on to become beloved, along with her husband.

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