Before revision:  In this paper, we propose a novel approach to alleviate data inefficiency of model-free RL by warm-starting the learning process using  model-based solutions.
After revision:  In this paper, we propose a novel approach to alleviate data inefficiency of model-free RL by warm-starting the learning process using a lower-dimensional model-based solutions.