Selective Dyna-Style Planning Under Limited Model Capacity

Zaheer Abbas, Samuel Sokota, Erin Talvitie, Martha White

Abstract: In model-based reinforcement learning, planning with an imperfect model of the environment has the potential to harm learning progress. But even when a model is imperfect, it may still contain info...