AWS publishes practical guide to multi-turn reinforcement learning on SageMaker
What happened
AWS 发布在 Amazon SageMaker AI 上做多轮强化学习（MTRL）的端到端实操指南，训练任务通过 AgentCore 托管的智能体完成多轮交互，只按整局结果给奖励。
From AWS Machine Learning Blog
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- AWS Machine Learning BlogMulti-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide
Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI trains models on the outcome of a whole multi-step task rather than labeled steps. This hands-on guide walks the full pipeline using Wordle: deploying the agent and reward on Amazon Bedrock AgentCore, preparing the dataset, training, and evaluating at serving settings.
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