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SageMaker adds hands-on guide for multi-turn RL with Wordle

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Multi-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide: preview

What is Multi-Turn Reinforcement Learning on Amazon SageMaker AI: A hands-on guide?

Amazon released a step-by-step tutorial that shows how to train a reinforcement-learning agent to solve multi-step tasks, using the game Wordle as a test case. The guide walks through building the agent, defining a reward model, and deploying everything on SageMaker and Bedrock.

Who it is for

If you’re experimenting with reinforcement learning or need a concrete example of training agents that learn from whole-task outcomes, you can follow the guide to spin up your own model on SageMaker.

How to try it

Open the hands-on notebook linked in the AWS blog post.

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