  We present THEaiTRE, a starting project aimed at automatic generation of
theatre play scripts. This paper reviews related work and drafts an approach we
intend to follow. We plan to adopt generative neural language models and
hierarchical generation approaches, supported by summarization and machine
translation methods, and complemented with a human-in-the-loop approach.
