The actor died peacefully at home in Beverly Hills on Thursday night, his family said in a statement.
He had been suffering from dementia for a number of years.
Peter Falk won four Emmys for his cigar-chomping role as the deceptively bumbling Columbo, and was nominated for Oscars in 1960 and 1961.