I made a video editorial discussing ABC335F : Hop Sugoroku. The video talks about how to use Distributing DP and optimize it using the square root trick.
Easy version of the problems and practice problems can be found in this contest : https://mirror.codeforces.com/group/7Dn3ObOpau/contest/496787