Before revision:  The proposed framework is based on the theory that altering the reward function does not affect the optimal policy of the original MDP as long as we maintain certain relations between the altered and the original reward  .
After revision:  The proposed framework is based on the theory that altering the reward function does not affect the optimal policy of the original MDP as long as we maintain certain relations between the altered and the original reward are maintained .