Cassidy Bridges off-by-some

Update 28 July 2019: An updated version of this guide for Ubuntu Server 18.04 LTS is now available. Feel free to check it out.

Update 23 May 2020: This guide is ALREADY OUTDATED and might no longer work with new versions of Ubuntu and VirtualBox. Please consider switching to the updated guide instead. I will no longer respond to the replies to this gist. Thank you.

Mounting VirtualBox shared folders on Ubuntu Server 16.04 LTS

This guide will walk you through steps on how to setup a VirtualBox shared folder inside your Ubuntu Server guest. Tested on Ubuntu Server 16.04.3 LTS (Xenial Xerus)

I implemented the DQN model from this paper: https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf.

I used a simple network with two hidden layers and an output layer, instead of the CNN described in the paper due to the relative simplicity of the Cart-Pole environment compared to Atari games.

Note, that I did not yet implement the target network described in the more recent paper here: https://storage.googleapis.com/deepmind-data/assets/papers/DeepMindNature14236Paper.pdf.

The results vary from run to run, sometimes taking 1000 episodes to solve the problem, and at other times taking only 200 episodes.

List of IAM Permissions

This is a list of controls that can be placed into an IAM policy document. All content comes from AWS documentation.

Something wrong? Try looking here.

Table of Contents generated with DocToc

List of IAM Permissions
- IAM Policy Variables

	{
	"APIGatewayServiceRolePolicy": {
	"Arn": "arn:aws:iam::aws:policy/aws-service-role/APIGatewayServiceRolePolicy",
	"AttachmentCount": 0,
	"CreateDate": "2019-10-22T18:22:01+00:00",
	"DefaultVersionId": "v6",
	"Document": {
	"Statement": [
	{

	/**
	* # Some Demo API Service
	*/

	var restify = require('restify');
	var map = require('map-stream');
	var csvify = require('../helpers/csvify');

	var Team = require("../models").Team;

	#Model

	@user.should have(1).error_on(:username) # Checks whether there is an error in username
	@user.errors[:username].should include("can't be blank") # check for the error message

	#Rendering
	response.should render_template(:index)

	#Redirecting
	response.should redirect_to(movies_path)

	# Using the web automation driver (watir-webdriver) through the tor network
	# Automates webpage actions & bypasses the voting limit on polldaddy
	# Casts a vote every 3 seconds for a total of 1000 votes
	require 'watir-webdriver'

	profile = Selenium::WebDriver::Firefox::Profile.new
	profile.proxy = Selenium::WebDriver::Proxy.new :http => '127.0.0.1:8118'
	b = Watir::Browser.new :firefox, :profile => profile
	#b = Watir::Browser.new :firefox
	b.goto 'speakimge.wordpress.com/2012/01/25/under-the-covers/'

	import random

	class Markov(object):

	def __init__(self, open_file):
	self.cache = {}
	self.open_file = open_file
	self.words = self.file_to_words()
	self.word_size = len(self.words)
	self.database()