Can I set up one account and file taxes for my children also or do they each need their own account?

No, for TurboTax Online, each taxpayer needs their own account. 

The advantage to the online program is that it can be accessed on multiple devices. 

For more information about TurboTax Online products, follow this link: TurboTax Online Product Guide