Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning

Zheng Hui, Yijiang River Dong, Sanhanat Sivapiromrat, Ehsan Shareghi, Nigel Collier. Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 45924-45937, Association for Computational Linguistics, 2026. [doi]

Authors

Zheng Hui

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Yijiang River Dong

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Sanhanat Sivapiromrat

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Ehsan Shareghi

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Nigel Collier

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