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Reinforcement Learning

aimlbling-about.ninerealmlabs.com · published 9 August 2025

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Aligning language models to follow instructions Read at the source ↗

openai.com

https://huggingface.co/docs/trl/index

huggingface.co

https://openpipe.ai/blog/art-trainer-a-new-rl-trainer-for-agents

openpipe.ai

https://openpipe.ai/blog/ruler

openpipe.ai

https://www.microsoft.com/en-us/research/project/agent-lightning/

microsoft.com

https://github.com/volcengine/verl

github.com

https://magazine.sebastianraschka.com/p/llm-training-rlhf-and-its-alternatives

magazine.sebastianraschka.com

https://magazine.sebastianraschka.com/i/106859367/do-we-need-rlhf

magazine.sebastianraschka.com

Instruction Pretraining LLMs Read at the source ↗

magazine.sebastianraschka.com

New LLM Pre-training and Post-training Paradigms Read at the source ↗

magazine.sebastianraschka.com

The State of Reinforcement Learning for LLM Reasoning Read at the source ↗

magazine.sebastianraschka.com

https://rlhfbook.com/

rlhfbook.com

Reward Hacking in Reinforcement Learning Read at the source ↗

lilianweng.github.io

https://arxiv.org/abs/2508.06471

arxiv.org

https://threadreaderapp.com/thread/1953883611389702169.html

threadreaderapp.com

https://en.wikipedia.org/wiki/Reinforcement_learning

en.wikipedia.org

https://www.interconnects.ai/p/elicitation-theory-of-post-training

interconnects.ai

https://moonshotai.github.io/Kimi-Researcher/

moonshotai.github.io

https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks/

metr.org