Fine-tune a search agent with multi-turn RL on Amazon SageMaker AI

Amazon SageMaker AI introduces multi-turn reinforcement learning (MTRL) to fine-tune search agents powered by smaller language models, enabling reliable multi-step information retrieval with lower latency and cost. This approach optimizes the agent's decisions across entire interaction sequences, improving retrieval quality and efficiency compared to traditional fine-tuning methods.