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@Xiuyu-Li
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This PR adds an example recipe for reinforcement learning (RL) to solve competitive programming problems using Tinker and the DeepCoder dataset. The recipe is located at tinker_cookbook/recipes/code_rl. The environment uses sandboxing via Sandbox Fusion for security, without introducing any additional dependencies when running in Docker.

@TieMoulton
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this is pretty neat, i agree

@Tiiiger Tiiiger self-requested a review November 12, 2025 23:10
@joschu
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joschu commented Nov 17, 2025

Cool!

@joschu
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joschu commented Nov 17, 2025

Thanks for adding this! We'll review shortly!

@Tiiiger
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Tiiiger commented Nov 18, 2025

Great! I ran the experiment in the README and seems to be working as expected. Merging now

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LGTM and tested

@Tiiiger Tiiiger merged commit 320e1c0 into thinking-machines-lab:main Nov 18, 2025
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4 participants