Asian stocks closed mostly higher on Tuesday, as a rebound in oil prices, hopes for new stimulus measures from South Korea and Japan and growing expectations that the Federal Reserve will ease its monetary policy at its July meeting, helped investors put Brexit worries on the back burner.