Universal Artificial Intelligence - of Marcus Hutter
Universal Artificial Intelligence - of Marcus Hutter
Universal Artificial Intelligence - of Marcus Hutter
Create successful ePaper yourself
Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.
<strong>Marcus</strong> <strong>Hutter</strong> - 8 - <strong>Universal</strong> <strong>Artificial</strong> <strong>Intelligence</strong><br />
Relation�between�ML�&�RL�&�(U)AI�<br />
Statistical<br />
Machine Learning<br />
<strong>Universal</strong> <strong>Artificial</strong> <strong>Intelligence</strong><br />
Covers all Reinforcement Learning problem types<br />
Mostly i.i.d. data<br />
classification,<br />
regression,<br />
clustering<br />
RL Problems<br />
& Algorithms<br />
Stochastic,<br />
unknown,<br />
non-i.i.d.<br />
environments<br />
<strong>Artificial</strong><br />
<strong>Intelligence</strong><br />
Traditionally<br />
deterministic,<br />
known world /<br />
planning problem
Change language