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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 car = new Car(road.getLaneCenter(1),100,30,50,"AI");
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),
new Car(road.getLaneCenter(0),-900,30,50,"DUMMY",2),
new Car(road.getLaneCenter(1),-900,30,50,"DUMMY",2),
new Car(road.getLaneCenter(0),-1100,30,50,"DUMMY",2)
];
const N = 1;
const cars = generateCars(N);
let bestCar = cars[0];
if(localStorage.getItem("bestBrain")){
for (let i = 0; i <cars.length; i++){
cars[i].brain = JSON.parse(localStorage.getItem("bestBrain"));
if (i != 0){
NeuralNetwork.mutate(cars[i].brain, 0.1)
}
}
}
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;
}
function animate(time){
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);
}
bestCar = cars.find(
c => c.y == Math.min(...cars.map(c=>c.y))
);
car.update(road.borders, traffic);
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 = 0; i < cars.length; i++){
cars[i].draw(carCtx, "blue");
}
carCtx.globalAlpha = 1;
bestCar.draw(carCtx, "blue",true);
carCtx.restore();
networkCtx.lineDashOffset = -time/50;
Visualizer.drawNetwork(networkCtx, bestCar.brain);
requestAnimationFrame(animate);
}