Bandit Algorithms Hardcover – 16 July 2020

Lattimore and Csaba are stalwarts of the field. They distill the 100s of algorithms available for Bandits into a subset that anyone working in RL needs to know. Many results from here can directly be used in research work.It's not as lucid as the work by Sutton and Barto, which is meant for a much broader audience, but for those in RL/Bandits research, this book is a must have.