AI RESEARCH
From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models
arXiv CS.CL
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ArXi:2604.09459v1 Announce Type: new Reinforcement learning (RL) for large language models (LLMs) increasingly relies on sparse, outcome-level rewards -- yet determining which actions within a long trajectory caused the outcome remains difficult.