this looks like FAMA, at least its from the same author. FAMA also
translates domain acquisition to a planning problem itself.

Learning action models with minimal observability
Diego Aineto, Sergio Jimenez Celorrio, Eva Onaindiaa

https://riunet.upv.es/bitstream/handle/10251/144560/Aineto?sequence=7
