KWIK learning is definitely related in the sense that we want to follow a “conservative” policy that is risk averse w.r.t. its uncertainty regarding the utility function, which is similar to how KWIK learning doesn’t produce labels about which it is uncertain. Btw, do you know which of the open problems in the Li-Littman-Walsh paper are solved by now?
KWIK learning is definitely related in the sense that we want to follow a “conservative” policy that is risk averse w.r.t. its uncertainty regarding the utility function, which is similar to how KWIK learning doesn’t produce labels about which it is uncertain. Btw, do you know which of the open problems in the Li-Littman-Walsh paper are solved by now?
I don’t know which open problems have been solved.