A deep Q-learning algorithm solves the fairness-aware profit maximization problem on social networks and reports up to 10 times higher profit than baselines on real datasets while meeting community fairness thresholds.
ArXivabs/2512.00545(2025), https://api.semanticscholar.org/CorpusID:283448886
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Fairness-Aware Profit Maximization using Deep Reinforcement Learning
A deep Q-learning algorithm solves the fairness-aware profit maximization problem on social networks and reports up to 10 times higher profit than baselines on real datasets while meeting community fairness thresholds.