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Replacing Tunable Parameters in Weather and Climate Models with State-Dependent Functions using Reinforcement Learning

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Zenodo2026-04-05 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.17116349
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This Zenodo repository contains the runs data for the pre-print Replacing Tunable Parameters in Weather and Climate Models with State-Dependent Functions using Reinforcement Learning [https://arxiv.org/abs/2601.04268]. For questions, please contact Pritthijit Nath, pn341@cam.ac.uk. Full documentation is available in the README.md files of the associated GitHub repos - https://github.com/p3jitnath/climate-rl and https://github.com/p3jitnath/climate-rl-fedRL. A lightweight API for future extensions of this work is developed and made available at https://github.com/p3jitnath/climate-rl-fedrain-api. The climate change sensistivity tests (based on the API) can be found at https://github.com/p3jitnath/climate-rl-cc.
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Zenodo
创建时间:
2025-09-27
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