398 citations
Showing 2003 · cs.AIShow all
2 papers · 2 filters
cs.AI2003★ 6 cited
Universal Sequential Decisions in Unknown Environments
Marcus Hutter
We give a brief introduction to the AIXI model, which unifies and overcomes the limitations of sequential decision theory and universal Solomonoff induction. While the former theor…
cs.AI2003★ 1 cited
Updating beliefs with incomplete observations
Gert de Cooman, Marco Zaffalon
Currently, there is renewed interest in the problem, raised by Shafer in 1985, of updating probabilities when observations are incomplete. This is a fundamental problem in general,…