MaHRL: Multi-goals Abstraction based Deep Hierarchical Reinforcement Learning for Recommendations

As huge commercial value of the recommender system, there has been growing interest to improve its performance in recent years. The majority of existing methods have achieved great improvement on the metric of click, but perform poorly on the metric of conversion possibly due to its extremely sparse feedback signal. To track this challeng...More