Death and suicide in universal artificial intelligence
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Martin, Jarryd; Everitt, Tom; Hutter, Marcus
Description
Reinforcement learning (RL) is a general paradigm for studying intelligent behaviour, with applications ranging from artificial intelligence to psychology and economics. AIXI is a universal solution to the RL problem; it can learn any computable environment. A technical subtlety of AIXI is that it is defined using a mixture over semimeasures that need not sum to 1, rather than over proper probability measures. In this work we argue that the shortfall of a semimeasure can naturally be...[Show more]
Collections | ANU Research Publications |
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Date published: | 2016-06-25 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/111443 |
Source: | Lecture Notes in Computer Science |
DOI: | 10.1007/978-3-319-41649-6_3 |
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