ARIA: Training Language Agents with Intention-driven Reward Aggregation

NeurIPSSpotlight2025

Authors: Ruihan Yang, Yikai Zhang, Aili Chen, Xintao Wang, Jiangjie Chen, Siyu Yuan, Deqing Yang, Yanghua Xiao
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

Large language models (LLMs) have enabled agents to perform complex reasoning and decision-making through free-form language interactions…

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Topics

large language model language model reasoning agent llm

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