SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation

Zaiyi Zheng, Liang Wu, Guanghui Min +4

Generative recommendation treats next-item prediction as autoregressive item-identifier generation. Specifically, items are encoded as semantic identifiers (SIDs), which are short…