I have created a simple layout file for LyX to edit articles for the Journal of Artificial Intelligence Research. Link: jair.layout

Basically, it provides some theorem-numbered environments (Theorem, Lemma, Definition, etc) and enables advanced citation styles in theapa format. Enjoy!