To use this code, download the game Needle Master from the Google Play store. Go into options and enable data collection. Then, plug your Android device into a computer, go to the storage, and copy out the files from the needle_master_trials folder.
Installing the requirements for this python module is as simple as calling python setup.py develop --user
To run DQN on an example environment, call
python3 -m rainbow_dqn.main data/environment_14.txt
To run PPO on an example envrionment, go to lifan2/DDPG_TD3, call
python3 -m main_PPO [data/environment_14.txt(choose environment)] [image or state(choose to use state or image)]
To run PPO from image cat state on an example envrionment, go to lifan2/DDPG_TD3, call
python3 -m main_PPO_image_state [data/environment_14.txt(choose environment)]