This volume reports a number of research projects on instructible robots, focusing on the linguistic aspects, covering grammar design, semantic interpretation, context and discourse. The main topic, discussed theoretically and informally, is the semantic analysis of instructions involved in the physical environment and orientation, and of associated orienting propositions.