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Survival Instinct in Offline Reinforcement Learning presents a novel observation: on many benchmark datasets, offline RL can produce well-performing and safe policies even when trained with “wrong” reward labels, such as those that are zero everywhere or are negatives of...
“Our game theoretic analysis shows how the relative advantage of privileged groups can be perpetuated in settings like this and that this problem is not so easy to fix,” explained Wortman Vaughan. “For example, coming back to the college admissions example, we...
I've used bing for 5 months straight due to the rewards program, many times porn would show up when I was trying to look somthing up for a class. If it wasn't porn it would be useless pdf files. Bing tries to make the results look pretty for the average ...
For the deep gory technical details of the problem, check out this blog post from one of our senior developers: risks and rewards. Regards, Nadyne. Too bad this doesn't fix the NO MACROS issue as well, not that M$ was aware this was going to be a problem in 200...
Survival Instinct in Offline Reinforcement Learning presents a novel observation: on many benchmark datasets, offline RL can produce well-performing and safe policies even when trained with “wrong” reward labels, such as those that are zero everywhere or are negatives of the tru...