SeeUPO: Sequence-Level Agentic-RL with Convergence Guarantees

Tianyi Hu, Qingxu Fu, Yanxi Chen +2

Reinforcement learning (RL) has emerged as the predominant paradigm for training large language model (LLM)-based AI agents. However, existing backbone RL algorithms lack verified…