In domains where damage is severe, methods providing stronger guarantees are necessary because good outcomes most of the time are not enough.

“I think having something like this is,”

“it's necessary for many domains where actually like a”

“like damage is really really really bad and having just a trans in expectation that damage and good things happen most of the time is often not good enough like you want stronger things where then suddenly you go into things like robust reinforcement learning or something like this or like what i do for my phd constraint reinforcement learning where effectively you do a little bit more just to get this little bit of an extra boost in”