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<!DOCTYPE html> | |
<html lang="en"> | |
<head> | |
<meta charset="utf-8"> | |
<title>Mautic Form Test</title> | |
<script src="https://code.jquery.com/jquery-3.3.1.min.js"></script> | |
<script src="http://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script> | |
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""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """ | |
import numpy as np | |
import cPickle as pickle | |
import gym | |
# hyperparameters | |
H = 200 # number of hidden layer neurons | |
batch_size = 10 # every how many episodes to do a param update? | |
learning_rate = 1e-4 | |
gamma = 0.99 # discount factor for reward |
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# first we download the list of IP ranges from CloudFlare | |
wget https://www.cloudflare.com/ips-v4 | |
# set the security group ID | |
SG_ID="sg-00000000000000" | |
# iterate over the IP ranges in the downloaded file | |
# and allow access to ports 80 and 443 | |
while read p | |
do |