document.querySelectorAll('a[href^="#"]').forEach(elem => {
    elem.addEventListener('click', e => {
        e.preventDefault();
        document.querySelector(elem.getAttribute('href')).scrollIntoView({
            behavior: 'smooth'
        });
    });
});

Browser support -> https://caniuse.com/#feat=scrollintoview