Best practices for multi-turn reinforcement learning in Amazon SageMaker AI

Amazon SageMaker AI introduces best practices for multi-turn reinforcement learning to train agents that handle complex tasks involving multiple dependent steps. The approach includes building reliable training environments, designing aligned rewards, and monitoring metrics, demonstrated using the SOP-Bench dataset across 12 business domains.