Sultan91

from django.shortcuts import render, get_list_or_404, redirect
from .models import Product
from .forms import ProductForm, RawProductForm
from django.http import Http404
# Create your views here.

'''
def product_create_view(request):
    form = ProductForm(request.POST or None)
    if form.is_valid():

Sultan91

# tested on AWS p2.xlarge August 29, 2018

# install CUDA
sudo apt-get update && sudo apt-get install wget -y --no-install-recommends
CUDA_URL="https://developer.nvidia.com/compute/cuda/9.2/Prod2/local_installers/cuda-repo-ubuntu1604-9-2-local_9.2.148-1_amd64"
wget -c ${CUDA_URL} -O cuda.deb
sudo dpkg --install cuda.deb
sudo apt-key add /var/cuda-repo-9-2-local/7fa2af80.pub
sudo apt-get update
sudo apt-get install -y cuda

Sultan91

Procedure SARSA(lambda)
Initialize Q(s,a) arbitrarily and e(s,a)=0 for all s,a pairs
Repeat(per episode):
	Initialize s,a
	e(s,a)=0
    Repeat(per timestep in each episode):
        Take action a, observe r,s`
        Choose a` from s` via epsilon-greedy policy Q
        error = r+discount*Q(s`,a`)-Q(s,a)
        any e(s,:)=0

Sultan91

function [eplus_in_curr, userdata] = RadiantControlFileBaseline(cmd,eplus_out_prev, eplus_in_prev, time, stepNumber, userdata)
if strcmp(cmd,'init')
  addpath('./RL_lib')
  
epsilon1 = 0.7; % Initial value
epsilon2 = 0.7; % Initial value
epsilon3 = 0.7; % Initial value

discount = 0.8;
learnRate = 0.99;

Sultan91

function [ err ] = rewardFunc_test( setpointT, actualT, power, constraint)
low = constraint(1);
high = constraint(2);
if (actualT>low & actualT<high)
    err = -(abs(setpointT - actualT))^2 - power/100;
else
    err = -(abs(setpointT - actualT))^2 -1000- power/100;
end
end

Sultan91

function [ states, R, Q ] = RL_setup_test( tsps, temps, powers, actions )
states = zeros(length(tsps)*length(temps)*length(powers),3); % State: [tsps, zone temp, zone power consumption]
   index =1;
    for j=1:length(tsps)
        for k = 1:length(temps)
            for i = 1:length(powers)
               states(index,:) = [tsps(j), temps(k), powers(i)];
               index = index +1;
            end
        end

Sultan91

#include <opencv/cv.h>
#include <opencv/highgui.h>
#include <opencv/ml.h>

void doMosaic(IplImage* in, int x, int y,
              int width, int height, int size);

int main (int argc, char **argv)
{
  int i, c;