from interface import Interface

i = Interface()

i.train_agent()

print("Test score: {}".format(i.test_agent()))

i.demo_agent()

from interface import Interface

i = Interface(

`learning_rate=0.001, hidden_layers=(512, 512, 256, 64),`

`training_episodes=5000, epsilon_decay=2.25e-4,`

`max_humans=1, max_zombies=1`

)

i.train_agent(save_file="custom_params", config=[

`"network_update_delay",`

`"frame_skip"`

])

print("Test score: {}".format(i.test_agent()))

i.demo_agent()

• MacOSX - Package manager
  • install homebrew: /usr/bin/ruby -e "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)”
• Python 3.6.1+
  • Ubuntu 16.04
    • sudo add-apt-repository ppa:jonathonf/python-3.6
    • sudo apt-get update
    • sudo apt-get python3.6
    • sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.5 1
    • sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 2
    • sudo update-alternatives --config python3
  • MacOSX
    • brew install python3
• git
  • Ubuntu 16.04
    • sudo add-apt-repository ppa:git-core/ppa
    • sudo apt-get update
    • sudo apt-get install git-all
  • MacOSX
    • brew install git
    • vim .bash_profile - add line PATH="/usr/local/Cellar/git/2.14.1/bin/:$PATH” where 2.14.1 is the version of git
    • need to restart / new-window terminal
• pip3
  • Ubuntu 16.04
    • sudo apt-get update
    • sudo apt-get -y install python3-pip
  • MacOSX
    • comes installed with python 3.4+
  • update pip: sudo pip3 install --upgrade pip
• all other dependancies can be installed by running the sudo pip3 install -r requirements_XXX.txt command from the python folder, where XXX is cpu or gpu
  • keras
    • tensorflow
      • numpy
      • six
      • wheel
    • scipy
    • pyyaml
    • setuptools
    • h5py
  • bleach
  • protobuf
  • tensorflow-tensorboard
  • html5lib
  • markdown
  • werkzeug
  • pygame