While albert is clearly seriously ill, he does not actually die during the episode, which leaves many unsure about whether he really dies or not. Many believe that him walking up the hill with.

Albert On Little House On The Prairie
Albert ingalls, adopted by the ingalls family, struggled with addiction and eventually became ill with a blood disease.