Fix directory name and update environment setupu

fix: fixing the architecture image with white background for better visibility

feat: updating .gitignore to add hyperparameter optimalization plots

feat: updating README.md for the new modules and other minor fixes

fix: renaming the modules for saving gif and separating the watching and saving gameplay codes into 2 modules

fix: removing wandb from requirements.txt

fic: adding tensorboard logs to gitignore

fix: removing the too big tensorboard logs

feat: updated .gitignore and README.md

fix: fixing the errors in the watch_agent.py module and made the gif length more dynamic

add: adding last things after the training has been completed

fix: small fixes in the codes so the training can handle better resumed training with changed max episode count and updated .gitignore

feat: updating README.md

add: adding hyperparamoptimalisation study file and modifiyng the .gitignore for this

fix: fixed the init names