Cross-fitted Proximal Learning for Model-Based Reinforcement Learning

Nishanth Venkatesh, Andreas A. Malikopoulos

Model-based reinforcement learning is attractive for sequential decision-making because it explicitly estimates reward and transition models and then supports planning through simu…