The site is dedicated to a course and book on bandit algorithms by Tor Lattimore and Csaba Szepesvari, now available from Cambridge University Press.
You can also download the book here. A list of errata is also available here.
A poorly constructed bandit algorithm may cause much harm. Learn how to avoid poor bandit algorithms.