Authoritarian dictatorships will always behave in seemingly irrational ways (from the perspective of sane politicians). Dictators will always put their personal ambition and "career" first before their country's interests.

If Russia behaved rationally they would have made a deal with Ukraine (decades ago) that protected the rights of the Russian minorities in Ukraine and continued massively profiting from gas and oil exports into Europe.