openai install

openai_install.txt

As root:
apt-get update
apt-get upgrade
apt-get install golang python3-dev libjpeg-dev python3-pip python-dev make tmux htop chromium-browser git cmake xvfb swig libjpeg-turbo8-dev
########https://www.learnopencv.com/install-opencv3-on-ubuntu/
pip3 install --upgrade pip
pip3 install numpy

# https://docs.docker.com/engine/installation/linux/docker-ce/ubuntu/
apt-get install apt-transport-https ca-certificates curl software-properties-common
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
add-apt-repository "deb [arch=amd64] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable"
apt-get update
apt-get install docker-ce
#verify
docker run hello-world
#substitute regular user here
usermod -a -G docker dtcarls

#as regular user
mkdir dev
cd dev
git clone https://github.com/openai/universe.git
cd universe
sudo pip3 install -e .
sudo docker build -t universe .
sudo docker run --privileged --rm -e DOCKER_NET_HOST=172.17.0.1 -v /var/run/docker.sock:/var/run/docker.sock universe pytest


######Universe starter agent
#As root
apt-get install -y tmux htop cmake golang libjpeg-dev zlib1g-dev
pip3 install gym[atari]
pip3 install universe
pip3 install six
###################VERY IMPORTANT TO INSTALL TENSORFLOW 0.12?
pip3 install tensorflow==0.12.1
pip3 install opencv-python
pip3 install numpy
pip3 install scipy
#dont have number of workers exceed core count best to go under. no less than 2
python train.py --num-workers 6 --env-id PongDeterministic-v4 --log-dir /tmp/pong
python train.py --num-workers 6 --env-id PongDeterministic-v4 --log-dir /tmp/pong --visualise
#runs in VNC client
python train.py --num-workers 6--env-id gym-core.PongDeterministic-v4 --log-dir /tmp/vncpong
## To access VNC without installing VNC client point to http://localhost:15900/viewer/?password=openai in your browser with the ports increasing with workers

######Clustering
https://github.com/openai/universe/issues/123
https://github.com/openai/universe-starter-agent/issues/67

######Adam tuning
https://stackoverflow.com/questions/42966393/is-it-good-learning-rate-for-adam-method

#### garbage?
apt-get install apt-file build-essential ccze curl docker docker-doc docker.io docker-registry facter git golang golang-github-mitchellh-go-vnc-dev htop python3 libgl1-mesa-dev libjpeg-turbo8-dev libx11-dev libxcursor-dev libxi-dev libxinerama-dev libxrandr-dev libxxf86vm1 libxxf86vm-dev make mesa-common-dev puppet python3-dev python3-numpy python3-virtualenv python-dev screen tree virtualenv x11*dev xtightvncviewer
apt-get install -y python-numpy python-dev cmake zlib1g-dev libjpeg-dev xvfb libav-tools xorg-dev python-opengl libboost-all-dev libsdl2-dev swig
apt-get install xvfb
apt-get install vim
pip install numpy
pip3 install numpy
pip install numpy
sudo apt-get install golang libjpeg-turbo8-dev make
sudo apt-get update
apt-get install golang six