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How to measure Deep RL algorithms in terms of safety?

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I applied for a Ph.D. in AI, my advisor told me that my thesis is about safe applications of deep RL algorithms in healthcare. So I decided to do as the first paper, a comparison of Deep RL algorithms in terms of their inherent safety. However, after lots of research, I could not find an answer to my question, that is: How to measure Deep RL algorithms in terms of safety?


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