PureTD: Reinforcement Learning for Backgammon Money Games with No Evaluation-time Search

Alexander L. Strehl

We revisit Tesauro's TD-Gammon for backgammon money games in the setting of no evaluation-time search. Both checker play and cube action (use of the doubling cube) are learned from…