Write Pseudo-code include symbols should match with symbols in Diagram and describe it in detail and it should 1 page or more(two column at least format IEEE)

In attachment
There is code Reinforcement Learning with CNN using GYM_Classification environment for image classification.
Requirements:
1- write Pseudo-code include symbols should match with symbols in Diagram and describe it in detail and it should 1 page or more(two column at least format IEEE)
2- Diagram to show how the code working in clear.
3- In more details describe the code working and its steps (main code and environment gym_classification) explain what is gym library used and support that by 8-10 or more new reliable references. 1 page or more (two columns format IEEE).