<p>It's not really an exhaustive list, but Hutter maintains a small list of problems (click on the bullet point &quot;Universal AI Book&quot; <a href="http://www.hutter1.net/" rel="nofollow noreferrer">here</a>) related to <a href="https://jan.leike.name/AIXI.html" rel="nofollow noreferrer">AIXI</a> (a reinforcement learning agent), some of which have already been solved. The money awards are in the range of 50-500 euros, so they are not as financially important as the <a href="http://www.claymath.org/millennium-problems" rel="nofollow noreferrer">Millennium Prize Problems</a>.</p>

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2021-02-25T11:04:58.407Z
2021-02-25T11:10:47.350Z
2021-02-25T11:10:47.350Z
nbro
<p>Is there a document with a list of conjectures or research problems regarding reinforcement learning like the <a href="https://en.wikipedia.org/wiki/Millennium_Prize_Problems" rel="nofollow noreferrer">Millennium Prize Problems</a>?</p>

<reinforcement-learning><reference-request><deep-rl><research>
Is there a document with a list of conjectures or research problems regarding reinforcement learning (like the Millennium Prize Problems)?
TedZad
# Is there a document with a list of conjectures or research problems regarding reinforcement learning (like the Millennium Prize Problems)?

(Asked by: username_0 on 2021-02-21)

Is there a document with a list of conjectures or research problems regarding reinforcement learning like the [Millennium Prize Problems](https://en.wikipedia.org/wiki/Millennium_Prize_Problems)?

**Tags:** reinforcement-learning, reference-request, deep-rl, research


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## 1 answers

### Answer by username_1 on 2021-02-25. Score: 2 | Accepted answer

It's not really an exhaustive list, but Hutter maintains a small list of problems (click on the bullet point "Universal AI Book" [here](http://www.hutter1.net/)) related to [AIXI](https://jan.leike.name/AIXI.html) (a reinforcement learning agent), some of which have already been solved. The money awards are in the range of 50-500 euros, so they are not as financially important as the [Millennium Prize Problems](http://www.claymath.org/millennium-problems).


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