We provide two descriptions of the Q-Learning algorithm (Watkins, 1989), one high-level and the other at the mechanism-level, to support the use of the algorithm within cognitive modeling frameworks.

Q-Learning, algorithms, cognition, cognitive modeling frameworks
Department of Cognitive Science
Cognitive Science Technical Report Series
Department of Cognitive Science

Stewart, Terrence C. Chandrasekharan, Sanjay. (2005). Two Cognitive Descriptions of Q-Learning. Technical Report 2005-03. Cognitive Science Technical Report Series. Department of Cognitive Science.