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5 changes: 4 additions & 1 deletion README.md
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Expand Up @@ -23,7 +23,7 @@ A collection of LLM with RL related papers for instruction following, reasoning,

[8] Laskin M, Wang L, Oh J, et al. **In-context reinforcement learning with algorithm distillation**[J]. arXiv preprint arXiv:2210.14215, 2022.[[link]](https://arxiv.org/pdf/2210.14215)


[9] Cheng P, Hu T, Xu H, et al. **Self-playing Adversarial Language Game Enhances LLM Reasoning**[J]. arXiv preprint arXiv:2404.10642, 2024. [[link]](https://arxiv.org/abs/2404.10642)

## RLHF(RL with Human Feedback)

Expand All @@ -45,6 +45,9 @@ A collection of LLM with RL related papers for instruction following, reasoning,

[9] Zhu B, Jiao J, Jordan M I. **Principled Reinforcement Learning with Human Feedback from Pairwise or $ K $-wise Comparisons**[J]. arXiv preprint arXiv:2301.11270, 2023.[[link]](https://arxiv.org/pdf/2301.11270)

[10] Cheng P, Yang Y, Li J, et al. **Adversarial Preference Optimization**. arXiv preprint arXiv:2311.08045, 2023.[[link]](https://arxiv.org/abs/2311.08045)


### Prompt-based but RL related

[1] Madaan A, Tandon N, Gupta P, et al. **Self-refine: Iterative refinement with self-feedback**[J]. arXiv preprint arXiv:2303.17651, 2023.[[link]](https://arxiv.org/pdf/2303.17651)
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