Before revision:  In this paper, we introduce an automated RS framework in which the shaping-reward function is constructed in a novel stochastic game between two agents.
After revision:  We introduce Reinforcement Learning Optimal Shaping Algorithm (ROSA), an automated RS framework in which the shaping-reward function is constructed in a novel stochastic game between two agents.