Maximal Entropy Random Walk (MERW)-often better than naive RW, many applications
community.wolfram.com
community.wolfram.com
Hundreds of articles: https://scholar.google.pl/scholar?q=maximal+entropy+random+w...
This is one of topics I work with - since 2006, would gladly discuss.