Using denoising autoencoder to learn compress representations for the purpose of using it to train RL agent.
python play_and_collect.py --image-dir=images
python train_ae.py --images-dir=images --model-dir=trained_models
python train_ppo.py --ae-path=trained_models/mymodel.pt
python train_dqn.py --ae-path=trained_models/mymodel.pt