Abbott's answer is correct. "Took on" is a phrasal verb that means to address a challenge or opponent. If this sentence is from a story, it might mean that he ran on sidewalks, or paved them, or did some other strenuous activity that involved them.

"Took on" in this context means that he viewed the sidewalks as some sort of challege, and proceeded to address this challenge.