  This document should serve as a quick reference for and guide to the
implementation of linear GQ($\lambda$), a gradient-based off-policy
temporal-difference learning algorithm. Explanation of the intuition and theory
behind the algorithm are provided elsewhere (e.g., Maei & Sutton 2010, Maei
2011). If you questions or concerns about the content in this document or the
attached java code please email Adam White (adam.white@ualberta.ca).
  The code is provided as part of the source files in the arXiv submission.
