Initial commit

{\rtf1\ansi\ansicpg1252\cocoartf1038\cocoasubrtf350

{\fonttbl\f0\fswiss\fcharset0 Helvetica;}

{\colortbl;\red255\green255\blue255;}

\margl1440\margr1440\vieww9000\viewh8400\viewkind0

\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\ql\qnatural\pardirnatural

\f0\fs24 \cf0 No work files for this lesson...}

 No newline at end of file

// To create a new environement

$ conda create -n gym python=3.5 anaconda 

// To activate an environent

$ source activate gym

// More in depth instructions including GPU/Cloud Tensorflow installation 

// can be found in my ML Workstation Installation guide located on my github:

// https://github.com/wagonhelm/ML-Workstation-Installation-Guide

Install Anaconda

================

$ wget https://repo.continuum.io/archive/Anaconda3-4.3.1-Linux-x86_64.sh

$ bash Anaconda3-4.3.1-Linux-x86_64.sh

// If you accidently said no to prepending the Anaconda install 

// location to your bash you can:

$ gedit ~/.bashrc

// and paste in this at the bottom.

export PATH="/home/$USER/anaconda3/bin:$PATH"

Create an Environment

=====================

// To create a new environement

$ conda create -n gym python=3.5 anaconda 

// To activate an environent

$ source activate gym

Install Required Packages

=========================

$ sudo apt-get install git python-dev python3-dev build-essential swig libcurl3-dev libcupti-dev golang libjpeg-turbo8-dev make tmux htop cmake zlib1g-dev libjpeg-dev xvfb libav-tools xorg-dev python-opengl libboost-all-dev libsdl2-dev apt-transport-https ca-certificates curl software-properties-common openjdk-8-jdk coreutils mercurial libav-tools libsdl-image1.2-dev libsdl-mixer1.2-dev libsdl-ttf2.0-dev libsmpeg-dev libsdl1.2-dev libportmidi-dev libswscale-dev libavformat-dev libavcodec-dev libtiff5-dev libx11-6 libx11-dev fluid-soundfont-gm timgm6mb-soundfont xfonts-base xfonts-100dpi xfonts-75dpi xfonts-cyrillic fontconfig fonts-freefont-ttf

// Install all packages using your Anaconda environment!!!

==========================================================

$ source activate gym

(gym) $ conda install pip six libgcc swig opencv pyopengl

// Install TensorFlow

===================== 

(gym) $ pip install --upgrade tensorflow

// Install Gym

==============

(gym) $ cd ~

(gym) $ git clone https://github.com/openai/gym.git

(gym) $ cd gym

(gym) $ pip install -e '.[all]'

// Install PyGame

=================

(gym) $ hg clone https://bitbucket.org/pygame/pygame

(gym) $ cd pygame

(gym) $ python setup.py build

(gym) $ python setup.py install

// Install PyGame Learning Environment

======================================

(gym) $ cd ~

(gym) $ git clone https://github.com/ntasfi/PyGame-Learning-Environment.git

(gym) $ cd PyGame-Learning-Environment

(gym) $ pip install -e .

// Install GYM-Ple

==================

(gym) $ cd ~ 

(gym) $ git clone https://github.com/lusob/gym-ple.git

(gym) $ cd gym-ple

(gym) $ pip install -e .

// Install Baselines

====================

(gym) $ pip install baselines

// Install Docker

=================

// neccessary only if you want to use OpenAI's Universe

// Instructions from: https://docs.docker.com/engine/installation/linux/ubuntu/#install-docker

$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -

$ sudo add-apt-repository \

   "deb [arch=amd64] https://download.docker.com/linux/ubuntu \

   $(lsb_release -cs) \

   stable"

$ sudo apt-get update

$ sudo apt-get install docker-ce

$ sudo groupadd docker

$ sudo usermod -aG docker $USER

$ sudo reboot

// Install Universe

===================

(gym) $ git clone https://github.com/openai/universe.git

(gym) $ cd universe

(gym) $ pip install -e .

// Clone Starter Agent

======================

$ cd ~/gym

$ git clone https://github.com/openai/universe-starter-agent.git

Examples of Reinforcement Learning

----------------------------------

http://www.marutitech.com/businesses-reinforcement-learning/

https://blog.openai.com/robots-that-learn/

https://www.youtube.com/watch?v=hx_bgoTF7bs

https://www.youtube.com/playlist?list=PL5nBAYUyJTrM48dViibyi68urttMlUv7e

https://www.youtube.com/watch?v=opsmd5yuBF0

https://www.youtube.com/watch?v=MblaRxDN6xE

https://www.youtube.com/watch?v=TmPfTpjtdgg

{\rtf1\ansi\ansicpg1252\cocoartf1038\cocoasubrtf350

{\fonttbl\f0\fswiss\fcharset0 Helvetica;}

{\colortbl;\red255\green255\blue255;}

\margl1440\margr1440\vieww9000\viewh8400\viewkind0

\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\ql\qnatural\pardirnatural

\f0\fs24 \cf0 No work files for this lesson...}

 No newline at end of file