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    Personalization for web-based services using offline reinforcement learning

    Large-scale Web-based services present opportunities for improving UI policies based on observed user interactions. We address challenges of learning such policies through offline reinforcement learning (RL). ...

    Pavlos Athanasios Apostolopoulos, Zehui Wang, Hanson Wang, Tenghyu Xu… in Machine Learning (2024)