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This study explores the impact of quality- and value-based online reviews on dynamic pricing strategies using a Proximal Policy Optimization algorithm. The findings reveal that retailers can enhance revenue by focusing on quality-based reviews, particularly when initial consumer-perceived quality is low, and must adapt promotion strategies based on consumer social learning speed. The research demonstrates the effectiveness of deep reinforcement learning methods in addressing complex revenue management chall

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itsbritneyb66

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EN