On Training in Imagination

Nadav Timor, Ravid Shwartz-Ziv, Micah Goldblum +2

State-of-the-art model-based reinforcement learning methods train policies on imagined rollouts. These rollouts are trajectories generated by a learned dynamics model and are score…