Other approaches use language structure to infer RL, namely in parsing said language using a combination of statistical or rule-based methods.
both entail that a solution be specialized for language specific to a given domain, such as for route-following instructions (Meena et al., 2012) or for a specific instructor-manipulator pair task (Shore and Skantze, 2017): Meena et al.