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@karpathy
karpathy / pg-pong.py
Created May 30, 2016 22:50
Training a Neural Network ATARI Pong agent with Policy Gradients from raw pixels
""" 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
@tyleransom
tyleransom / gcc-5.4.0-install.sh
Last active August 12, 2024 13:11 — forked from jdhao/gcc-5.4.0-install.sh
The script will install GCC 5.4.0 on your CentOS 7 system, make sure you have root right.
echo "Downloading gcc source files..."
curl https://ftp.gnu.org/gnu/gcc/gcc-5.4.0/gcc-5.4.0.tar.bz2 -O
echo "extracting files..."
tar xvfj gcc-5.4.0.tar.bz2
echo "Installing dependencies..."
yum install gmp-devel mpfr-devel libmpc-devel
echo "Configure and install..."