It's interesting to see how reinforcement learning is used to assist humans. This is a great combination of HCI and AI. Emma Brunskill at Stanford -
https://cs.stanford.edu/people/ebrun - has a series of work using an RL framework to teach humans faster. For example, in this work they developed a POMDP to choose pedagogical activities that will maximize student learning, based on the student's current knowledge.