On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems

Siyu Wang, Xiaocong Chen, Lina Yao

In Reinforcement Learning-based Recommender Systems (RLRS), the complexity and dynamism of user interactions often result in high-dimensional and noisy state spaces, making it chal…