What is beyond space??
For example if an astronaut from the moon keeps going upwards in space
( considering he has infinite oxygen ) will he ever stop?? Or will he not??
As we all know by the laws of physics what starts eventually comes to an end...
Does this all apply in space??

Space, by definition, is infinite. There is NO end.