A real-estate investment firm led by Joseph E. Robert Jr., one of the most successful deal makers during the industry's crisis in the 1990s, is exploring a potential bankruptcy filing for Highland Hospitality Corp. that would mark yet another collapse of a major hotel company as the economy struggles, according to people familiar with the situation.

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