ARIA: Training Language Agents with Intention-driven Reward Aggregation

Ruihan Yang, Yikai Zhang 0004, Aili Chen, Xintao Wang 0001, Jiangjie Chen, Siyu Yuan, Deqing Yang, Yanghua Xiao. ARIA: Training Language Agents with Intention-driven Reward Aggregation. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]

Authors

Ruihan Yang

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Yikai Zhang 0004

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Aili Chen

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Xintao Wang 0001

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Jiangjie Chen

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Siyu Yuan

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Deqing Yang

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Yanghua Xiao

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