Amazon SageMaker AI launches multi-turn reinforcement learning for AI agent model customization

Amazon SageMaker AI now offers multi-turn reinforcement learning, a new serverless model customization technique for fine-tuning models on multi-step agentic tasks, managing the full training loop from trajectory collection to checkpoint management with built-in MLflow tracking.