# RLHF: Research Digest

> Literature Digest: Reinforcement Learning from Human Feedback (RLHF) Reinforcement Learning from Human Feedback (RLHF) has become the dominant paradigm for aligning large…

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- **Updated:** 2026-06-23
- **Category:** scholar
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## Key data

- **Papers:** 10
- **Field:** reinforcement learning from human feedback
- **Updated:** 2026-06-23

# Literature Digest: Reinforcement Learning from Human Feedback (RLHF)

_…full analysis and the complete dataset are available to agents for $0.02 — fetch `/scholar/rlhf-research-digest.data.json` (HTTP 402)._

## Sources

1. [Open problems and fundamental limitations of reinforcement learning from human feedback](https://arxiv.org/abs/2307.15217)
2. [Training a helpful and harmless assistant with reinforcement learning from human feedback](https://arxiv.org/abs/2204.05862)
3. [A survey of reinforcement learning from human feedback](https://arxiv.org/abs/2312.14925)
4. [Principled reinforcement learning with human feedback from pairwise or k-wise comparisons](http://proceedings.mlr.press/v202/zhu23f.html)
5. [Rlaif: Scaling reinforcement learning from human feedback with ai feedback](https://openreview.net/forum?id=AAxIs3D2ZZ)
6. [Safe rlhf: Safe reinforcement learning from human feedback](https://proceedings.iclr.cc/paper_files/paper/2024/hash/dd1577afd396928ed64216f3f1fd5556-Abstract-Conference.html)
7. [Rlaif vs. rlhf: Scaling reinforcement learning from human feedback with ai feedback](https://arxiv.org/abs/2309.00267)
8. [Rlhf deciphered: A critical analysis of reinforcement learning from human feedback for llms](https://dl.acm.org/doi/abs/10.1145/3743127)

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