A Multimodal Deep Reinforcement Learning Framework for Dynamic Pricing Optimisation in E-Commerce

With the rapid expansion of e-commerce platforms, there is an increasing demand for pricing strategies that jointly optimise sales performance and profitability under highly competitive markets. To address this challenge, we propose a unified deep reinforcement learning (DRL) framework built upon It...

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主要な著者:	Yuchen Liu, Tianxiang Cui, Gangmin Li, Terry R. Payne, Yong Yue, Ka Lok Man
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2026-01-01
シリーズ:	IEEE Access
主題:	E-commerce pricing deep reinforcement learning multimodal model dynamic pricing
オンライン･アクセス:	https://ieeexplore.ieee.org/document/11471750/
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