Answers.Body: <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>
  
Answers.ContentLicense: CC BY-SA 4.0
Answers.CreationDate: 2021-02-25T11:04:58.407Z
Answers.LastActivityDate: 2021-02-25T11:10:47.350Z
Answers.LastEditDate: 2021-02-25T11:10:47.350Z
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Body: <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>
  
Tags: <reinforcement-learning><reference-request><deep-rl><research>
Title: Is there a document with a list of conjectures or research problems regarding reinforcement learning (like the Millennium Prize Problems)?
UserDisplayName: TedZad
ThreadText: # 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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