Author Response for ' Shaping Belief States with Generative Environment Models for RL '

We are grateful to all constructive and actionable feedback provided by the reviewers. We are especially thankful for the detailed feedback provided by R2 and R3. We believe to have addressed the key concerns raised by the reviewers below. We also understand R1's concerns with our main hypothesis as it has not We are working to improve our explanations in section 2.2 based on all feedback We emphasize that careful empirical experimentation in ML can also bring valuable insights to the community. Studying these factors require an intersectional empirical study such as this paper.