Owen-Shapley Policy Optimization: A Principled RL Algorithm for Generative Search LLMs

Abhijnan Nath, Alireza Bagheri Garakani, Tianchen Zhou +3

Large language models are increasingly trained via reinforcement learning for personalized recommendation tasks, but standard methods like GRPO rely on sparse, sequence-level rewar…