They replaced the lead actor, modified another lead, introduced a more serialized story structure (the format that was later copied by HBO and subsequently everyone else), everything got more darker, more major characters experienced significant changes.

The later seasons are basically 'The Lord Of The Rings' in space meets 'Space Above And Beyond', or 'House of Cards'.

The acting is still hammy, at times, but it had improved.