Building a DeepQL to play an arcade game i designed that simulates the resource and spectrum allocation (RSA) problem in elastic optical networks (EON)

[Moshe Simon]

Hi all!

I am a 3rd year EEE student at UCL. I am working on my dissertation which involves researching how AI can be used to optermise elastic optical networks. I am instigating the use of a arcade game representation of an EON to trian an RL agent on and see if it can beat the heuristics. 

I have designed 3 different versions of my game that can be played by humans and now i am on to building the AI to play it.

I have done about a 2 week worth of research and this has brought me here :)

I anyone able to help put me in the right direction with regards to how to tackle this chalenge?