Before revision:  Our proposed method employs the  actor-critic structure and modifies the learning process of the policy network to incorporate both the goals of maximizing reward and imitating the expert.
After revision:  Our proposed method employs the soft actor-critic structure and modifies the learning process of the policy network to incorporate both the goals of maximizing reward and imitating the expert.