Advantage Amplification in Slowly Evolving Latent-State Environments

Martin Mladenov, Ofer Meshi, Jayden Ooi +2

Latent-state environments with long horizons, such as those faced by recommender systems, pose significant challenges for reinforcement learning (RL). In this work, we identify and…