Do we earn reward for watching Islamic videos as we earn reward listening to dhikr, reading Qur'an and doing sunnah?
Yes, there is. Because you're doing something Good. Like you aren't harming anyone, you aren't doing anything sinful. So whatever you will do which does not cause anyone or yourself any harm, it will give you a reward.