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main.js
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main.js
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const carCanvas = document.getElementById('carCanvas');
carCanvas.width = 200;
const networkCanvas = document.getElementById('networkCanvas');
networkCanvas.width = 300;
const carCtx = carCanvas.getContext('2d');
const networkCtx = networkCanvas.getContext('2d');
const road = new Road(carCanvas.width / 2, carCanvas.width * 0.9);
const N = 500;
const cars = generateCars(N);
let bestCar = cars[0];
if (localStorage.getItem("bestBrain")) {
for (let i = 0; i < cars.length; ++i) {
// We have to serialize it as JSON because localStorage only works with strings
cars[i].brain = JSON.parse(localStorage.getItem("bestBrain"));
if (i != 0) {
NeuralNetwork.mutate(cars[i].brain, 0.2);
}
}
}
const traffic = [
new Car(road.getLaneCenter(1), -100, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(0), -300, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(2), -300, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(0), -500, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(1), -500, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(1), -700, 30, 50, "DUMMY", 2),
new Car(road.getLaneCenter(2), -700, 30, 50, "DUMMY", 2)
];
animate();
function save() {
localStorage.setItem("bestBrain", JSON.stringify(bestCar.brain));
}
function discard() {
localStorage.removeItem("bestBrain");
}
function generateCars(N) {
const cars = [];
for (let i = 1; i <= N; ++i) {
cars.push(new Car(road.getLaneCenter(1), 100, 30, 50, "AI"));
}
return cars;
}
// `time` argument will come from `requestAnimationFrame` below
function animate(time) {
//
// Updates
//
for (let i = 0; i < traffic.length; ++i) {
traffic[i].update(road.borders, []);
}
for (let i = 0; i < cars.length; ++i) {
cars[i].update(road.borders, traffic);
}
// Best car is the one with minimum y value out of all cars
bestCar = cars.find(c => c.y == Math.min(...cars.map(c => c.y)));
//
// Draws
//
carCanvas.height = window.innerHeight;
networkCanvas.height = window.innerHeight;
carCtx.save();
carCtx.translate(0, -bestCar.y + carCanvas.height * 0.7);
road.draw(carCtx);
for (let i = 0; i < traffic.length; ++i) {
traffic[i].draw(carCtx, "red");
}
carCtx.globalAlpha = 0.2;
for (let i = 1; i < cars.length; ++i) {
cars[i].draw(carCtx, "blue");
}
carCtx.globalAlpha = 1;
bestCar.draw(carCtx, "blue", true);
carCtx.restore();
networkCtx.lineDashOffset = - time / 100;
Visualizer.drawNetwork(networkCtx, bestCar.brain);
// Below function accepts a function as an argument and repeatedly calls it.
requestAnimationFrame(animate);
}