Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research Agents.

arXiv:2609.34296v1 Announce Type: cross Abstract: Rubric-based tasks are increasingly addressed through reinforcement learning (RL), with rubric scores used as training rewards. However, these rewards typically supervise final answers without distinguishing th