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

Zaiyi Zheng, Guanghui Min, Yaochen Zhu +4

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