The 2nd term is because of your adjust in curiosity rate. $varepsilon$ is simply what You can not explain. If everything is neat, your $varepsilon$ should not be too high. You may also see that this is quite near a Taylor expansion when every thing is linear, which is why https://www.youtube.com/watch?v=qMmsQ4kKgY4