PGPO: Potential-Guided Policy Optimization for Multi-Turn Agentic Tasks
DGX agentarXiv:2609.02236v1 Announce Type: new Abstract: Group-based reinforcement learning (RL) has become an effective paradigm for LLM post-training, but in multi-turn agentic tasks with sparse terminal rew