Hierarchical Residual Policy Optimization for Generative Recommendations

Kaifeng Guo, Yiming Yang, Jingtong Gao +6

Generative recommenders select items by autoregressively decoding semantic identifiers (SIDs), whose token positions induce a coarse-to-fine hierarchy over the item space. In pract…