Policy-Guided Causal State Representation for Offline Reinforcement Learning Recommendation

Siyu Wang, Xiaocong Chen, Lina Yao

In offline reinforcement learning-based recommender systems (RLRS), learning effective state representations is crucial for capturing user preferences that directly impact long-ter…