Can I deduct part of my rent for my apartment on my 2020 tax return if I use one of the rooms as an office?

Yes, if you use that room exclusively and regularly for your self employed business. Read this carefully and be sure you qualify. 

https://www.irs.gov/businesses/small-businesses-self-employed/home-office-deduction