A drunkards walk refers to a stochastic process where each step is random, and not based on past history at all. You can create a simple one-dimensional drunkard's walk by tossing a coin then moving forward a step for each head and back a step for each tail. A drunkard's walk is a form of Markov process.
Used in Chap. 7: page 97