Juan Di

Long-term engagement-oriented short video recommendation via deep reinforcement learning

Short video platforms require recommendation models that can adapt to rapidly changing user interests while optimizing engagement beyond immediate click feedback. Existing collaborative filtering and supervised deep learning methods are effective for static preference matching and short-term click-through-rate predicti...