Calibrated Value-Aware Model Learning with Probabilistic Environment Models

Claas Voelcker, Anastasiia Pedan, Arash Ahmadian +3

The idea of value-aware model learning, that models should produce accurate value estimates, has gained prominence in model-based reinforcement learning. The MuZero loss, which pen…