cs221-project

Unix intallation

• Install cmake: brew install cmake
• Install pip: sudo easy_install pip
• Install virtualenv: pip install --upgrade virtualenv
• Create a new virtual environment: virtualenv --system-site-packages ~/tensorflow
• activate virtualenv: source ~/tensorflow/bin/activate (use deactivate to close it)
• Install tensorflow: https://www.tensorflow.org/install/install_mac
• Install keras: https://keras.io/#installation
• In same virtual environment, install open gym dependencies:
  • pip install gym[atari] --ignore-installed
    • put gym[atari] in quotes if using zsh
  • pip install future --ignore-installed
  • pip install pydot

Running DQN Agent

python riverraid.py

Running in Codalab

• Signup Codalab account
• upload riverraid.py
• upload riverraid_eval.py
• Paste the following command on the cli web interface on top of the page
• cl run :riverraid.py :riverraid_eval.py "python riverraid.py " --request-docker-image gdadwal/openai-gym <--request-gpus 1>
• For Custom Markup add this to your worksheet
• % display image /reward.png