starhopp3r

import torch
from torch.autograd import Variable

# Datatype of tensors
dtype = torch.FloatTensor

# Hidden nodes
hidden_nodes = 10

# Variables

starhopp3r

import torch
from torch.autograd import Variable

dtype = torch.FloatTensor  # Datatype of our Tensors

# Equation: y = wX + b
y = Variable(torch.rand(10).type(dtype), requires_grad=False)
X = Variable(torch.rand(10).type(dtype), requires_grad=False)
w = Variable(torch.randn(10).type(dtype), requires_grad=True)
b = Variable(torch.randn(10).type(dtype), requires_grad=True)

starhopp3r

starhopp3r

# NES Controller actions = [up, left, down, right, A, B]
action_dict = {
    0: [0, 0, 0, 0, 0, 0],
    1: [0, 0, 0, 0, 0, 1],
    2: [0, 0, 0, 0, 1, 0],
    3: [0, 0, 0, 0, 1, 1],
    4: [0, 0, 0, 1, 0, 0],
    5: [0, 0, 0, 1, 0, 1],
    6: [0, 0, 0, 1, 1, 0],
    7: [0, 0, 0, 1, 1, 1],

starhopp3r

from keras.models import Sequential      # One layer after the other
from keras.layers import Dense, Flatten  # Dense layers are fully connected layers, Flatten layers flatten out multidimensional inputs
from collections import deque            # For storing moves 
import numpy as np
import gym                                # To train our network
import random     # For sampling batches from the observations

env = gym.make('SuperMarioBros-1-1-v0')          # Choose game (any in the gym should work)
action_space = 6
# Create network. Input is two consecutive game states, output is Q-values of the possible moves.

starhopp3r

/*
 * File:   main.c
 * Author: ColdPro Project Authors
 * 
 * Copyright (C) 2018 ColdPro Project Authors. All rights reserved.
 * 
 * This document is the property of ColdPro Authors.
 * It is considered confidential and proprietary.
 * 
 * This document shall not be reproduced or transmitted in any form,

starhopp3r

import numpy as np
import gym

# Pong env
env = gym.make('Pong-ram-v0')
# Reset env
env.reset()
# Initialize previous obs
prev_obs = np.zeros((128,))
# Render and test

starhopp3r

// LCDKeypad.c
// Program to test LCD and keypad.
// For project using USB interface with Bootloader


#include <xc.h>
#include "keypad.h"
#include "delays.h"
#include "lcd.h"	
unsigned char key,outchar,outcharTwo;

starhopp3r

// BlinkLeds.c
// Program to use 1 switch to control 8 leds on General I/O Board

#include <xc.h>
#include "delays.h"

void main(void) {
    ADCON1 = 0x0F; //make Port A digital

    TRISAbits.TRISA5 = 1; // RA5 is input

starhopp3r

/*
 * File:   Four7seg.c
 *
 * Created on 13 January, 2016, 1:52 PM
 */


#include <xc.h>
#include "delays.h"
void main(void)