The file engels.biblio.tar.Z contains several reinforcement learning bibliographies.
Author Comments:
I got them as answers to a request in the reinforcement-learning mailing list. The file contains the bibtex files gaudiano.bib (From: gaudiano@cns.bu.edu), kuehne.bib (From: kuehne@imn.th-leipzig.de (Michael Kuehne)) and mcdonald.bib (From: Matthew McDonald <mafm@cs.uwa.edu.au>).