Álvaro Labarca Silva

On the Unexpected Effectiveness of Reinforcement Learning for Sequential Recommendation

In recent years, Reinforcement Learning (RL) has shown great promise in session-based recommendation. Sequential models that use RL have reached state-of-the-art performance for the Next-item Prediction (NIP) task. This result is intriguing, as the NIP task only evaluates how well the system can cor…