Preprint Open access
VETTA: Coordinating Turn- and Token-Level Credit Assignment for Multi-Turn LLM Agents
Multi-turn LLM agents often receive sparse task feedback across several interactions, while generating each response token by token. This creates two related credit-assignment questions: which responses helped achieve the outcome, and which generation decisions mattered within each response? Existing methods typically …