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AURA: A Reinforcement Learning Framework for AI-Driven Adaptive Conversational Surveys

arXiv — cs.LG•Monday, November 3, 2025 at 5:00:00 AM
PositiveArtificial Intelligence
AURA is an innovative framework that enhances online surveys by using reinforcement learning to create adaptive conversational experiences. Unlike traditional surveys that often lead to disengagement due to their static nature, AURA allows for real-time adjustments based on user interactions, resulting in more personalized and meaningful responses. This advancement is significant as it not only improves the quality of data collected but also increases user engagement, making surveys more effective for researchers and businesses alike.
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