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Cobbe, Karl, Vineet Kosaraju, Mohammad Bavarian, Mark Chen, Heewoo Jun, Lukasz Kaiser, Matthias Plappert, et al. 2021. “Training Verifiers to Solve Math Word Problems.” arXiv [Cs.LG]. http://arxiv.org/abs/2110.14168.
Gandhi, Kanishk, Denise Lee, Gabriel Grand, Muxin Liu, Winson Cheng, Archit Sharma, and Noah D Goodman. 2024. “Stream of Search (SoS): Learning to Search in Language.” arXiv [Cs.LG]. http://arxiv.org/abs/2404.03683.
Kazemnejad, Amirhossein, Milad Aghajohari, Eva Portelance, Alessandro Sordoni, Siva Reddy, Aaron Courville, and Nicolas Le Roux. 2024. “VinePPO: Unlocking RL Potential for LLM Reasoning Through Refined Credit Assignment.” arXiv [Cs.LG]. http://arxiv.org/abs/2410.01679.
Kirchner, Jan Hendrik, Yining Chen, Harri Edwards, Jan Leike, Nat McAleese, and Yuri Burda. 2024. “Prover-Verifier Games Improve Legibility of LLM Outputs.” arXiv [Cs.CL]. http://arxiv.org/abs/2407.13692.
Kumar, Aviral, Vincent Zhuang, Rishabh Agarwal, Yi Su, John D Co-Reyes, Avi Singh, Kate Baumli, et al. 2024. “Training Language Models to Self-Correct via Reinforcement Learning.” arXiv [Cs.LG]. http://arxiv.org/abs/2409.12917.
