Multi-hop reasoning focus on learning symbolic inference rules from relational paths in the KG and has been formulated as sequential decision problems in recent works Das et al., 2018;Shen et al., 2018;.
deepPath  first adopted REINFORCE to search for generic representative paths between pairs of entities.