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Playing social deduction games with reinforcement fine-tuned large language models

Reinforcement fine-tuning (RFT) is increasingly used in applications where large language models (LLMs) interact with humans and other agents. Here we use social deduction games to study how RFT changes LLMs' social behaviour.

By Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Kening Zheng, Chiming Duan, Minghua He, Zhaoyang Liu, Bolin Ding, Philip S. Yu, Ying LiarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 6, 2026.

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