Learning to Act Safely With Limited Exposure and Almost Sure Certainty

Overview of attention for article published in IEEE Transactions on Automatic Control, January 2023

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In the top 5% of all research outputs scored by Altmetric
One of the highest-scoring outputs from this source (#4 of 1,514)
High Attention Score compared to outputs of the same age (95th percentile)
High Attention Score compared to outputs of the same age and source (91st percentile)

So far, Altmetric has seen 6 news stories from 6 outlets.

Machine learninghas long drawn inspiration from human learning processes, including the valuable lessons learned from mistakes.

Children first learning to walk may go a bit too fast and fall down, or run into a piece of furniture.

Normalized final exposure for µ = 0.1 as a function of, for varying tolerance level α.

Normalized final exposure for µ = 0.1 as a function of, for varying tolerance level α.

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