Hello,
I'm trying to create RL agent and I need to send a lot of information to it via custom parameter.
It's about a job shop scheduling optimization so I have multiple jobs (objects) each of them have multiple operations (processors).
I think I need a Map since the information that I need to send will look like that :
obs[TokenId?] = [current step id, next destination, time to finish the current step, time to finish the whole job ,... ]
I thought about tokenId but not sure if this is a unique identifier for each job/token.
I can have x simultaneous jobs/tokens so I need to send all these information to my RL ( maybe I'll have another question about custom observation space later on)
so the idea is that my RL agent should know all about current processing, left time for each processor , occupied processors , .... )
I need your help to figure out how to do that :) hoping that my question is clear enough!
Regards!