I apologize for the nature of my post. With hindsight I have realized that it wasn’t well documented and it doesn’t really portray what I am trying to achieve. Since the time of posting I have decided to learn more about reward modelling and agent construction and hence haven’t move forward in anyway.
Thank you for your inputs, I’ll certainly keep it in mind for my future posts