Caesars Entertainment Corp. describes itself on its website as “the world’s most geographically diversified casino-entertainment company,” operating properties on multiple continents.

But it doesn’t have any casinos in Asia, where gambling revenue has grown explosively for the past decade, making it one of the world’s major casino markets.

It...