r/deeplearning - Is it possible to make a reinforcement learning framework good at multiple undefined tasks of the same type?

I know that a reinforcement learning framework can become superhumanly good at a given task over time, but what if I need it to be good at multiple tasks, given that all of them follow similar kind of steps.