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Offline Reinforcement Learning for Plasma Control in Nuclear Fusion: Codebase and Benchmark

arXiv cs.LG ↗ · 2026-06-09 Cached

This paper introduces RL4F, an offline reinforcement learning benchmark for plasma control in nuclear fusion, providing closed-loop evaluation environments and baseline comparisons across four profile tracking tasks using real tokamak data from DIII-D. The codebase and datasets are open-sourced to foster further research.

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#codebase

@_smontlouis: /improve-codebase-architecture I've rarely seen such a wonderful skill

X AI KOLs Following ↗ · 2026-06-03

A user praises a command or tool called /improve-codebase-architecture, describing it as a rarely seen wonderful skill.

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#codebase

MashuPack

Product Hunt ↗ · 2026-05-25

MashuPack converts codebases into a single clean file for use with Claude and ChatGPT, streamlining AI-assisted code review.

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#codebase

@kevinrose: Sheing is brilliant, one to watch/follow for sure. Trying out Grok-Wiki now.

X AI KOLs Following ↗ · 2026-05-17 Cached

Sheing Ng built Grok-Wiki, a native desktop app powered by Grok CLI that turns any code repository into a searchable wiki, enabling users to generate documentation, ask questions, and explore codebases locally.

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#codebase

@laogui: Popular docs tool Mintlify just shipped an auto-doc generator for repos — http://mintlify.wiki. It joins existing players like http://deepwiki.com and http://codewiki.google, all chasing the same idea…

X AI KOLs Timeline ↗ · 2026-04-20

Mintlify released mintlify.wiki, an auto-doc generator that keeps docs in lock-step with code, joining similar tools like DeepWiki and CodeWiki.

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#codebase

TorchUMM: A Unified Multimodal Model Codebase for Evaluation, Analysis, and Post-training

Papers with Code Trending ↗ · 2026-04-12 Cached

TorchUMM is a unified codebase for evaluating and analyzing multimodal models across understanding, generation, and editing tasks, with standardized protocols and diverse datasets, enabling fair comparisons and deeper insights into model strengths and limitations.

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