LINEAiGE
CANONICAL HISTORY

Q-learning

Christopher J. C. H. Watkins and Peter Dayan published Q-learning in Machine Learning in May 1992. The paper describes Q-learning as an incremental dynamic-programming method for agents to improve action-value estimates and presents a detailed convergence theorem for the method under stated conditions.

May 1992CANONICAL HISTORY

Evidence / resource

This page preserves the public LINEAiGE record and its first-party source relationship.

Record identity

LINEAiGE ID
q-learning-1992