Questions tagged [real-world]

Use to specify the question relates to "real world applications" as opposed to pure research.

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6
votes
1answer
90 views

Is AI capable to replace pilots entirely on the commercial flights?

Since we've self-driving cars already, would we have self-flying commercial flights in the near future? Basically the AI which can do take off, flying, landing and parking.
6
votes
1answer
130 views

Do you know any examples of geometric deep learning used in industry?

I'm interested in the industrial use of GDL (see https://arxiv.org/abs/1611.08097). Is it used in industry? That is, does any company have access to non-Euclidean data and process it directly instead ...
3
votes
2answers
209 views

If deep learning is a black box, then why are companies still investing in it?

If deep learning is a black box, then why are companies still investing in it?
2
votes
3answers
374 views

What are the AI technologies currently used to fight the coronavirus pandemic?

The ongoing coronavirus pandemic of coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), as of 29 September 2020, has affected many countries ...
2
votes
1answer
152 views

What is the scope of real-world deep learning applications in 2020?

2015 was a milestone year for AI--"deep learning" was validated in a very public way with AlphaGo. However, at the time, the question was raised: "What else is deep learning good for?&...
2
votes
0answers
33 views

What's an example of a simple policy but a complex value function?

Hado van Hasselt, a researcher at DeepMind, mentioned in one of his videos (from 7:20 to 8:20) on Youtube (about policy gradient methods) that there are cases when the policy is very simple compared ...