Causality-Aware Federated Reinforcement Learning for Privacy-Preserving Budget Allocation in Social Commerce Advertising Ecosystems. JAAIR [Internet]. 2026 Jun. 12 [cited 2026 Jul. 29];5(1). Available from: https://www.jaair.org/index.php/home/article/view/109