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Solomonoff's theory of inductive inference
Known as:
Solomonoff induction
Ray Solomonoff's theory of universal inductive inference is a theory of prediction based on logical observations, such as predicting the next symbol…
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Related topics
Related topics
18 relations
AIXI
Algorithm
Algorithmic information theory
Algorithmic probability
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Human inference system derived from emotion as a value calculation system hypothesis
M. Miyata
2019
Corpus ID: 216639713
There were many modeling studies about the emotion. But most of them were phenomenological and don’t approach to the brain and/or…
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2017
2017
Could the physical world be emergent instead of fundamental, and why should we ask? (short version)
Markus P. Mueller
2017
Corpus ID: 119337360
In physics, there is the prevailing intuition that we are part of a unique external world, and that the goal of physics is to…
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2016
2016
Probabilistic Growth and Mining of Combinations: A Unifying Meta-Algorithm for Practical General Intelligence
B. Goertzel
Artificial General Intelligence
2016
Corpus ID: 46019327
A new conceptual framing of the notion of the general intelligence is outlined, in the form of a universal learning meta…
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Review
2012
Review
2012
Solomonoff Induction: A Solution to the Problem of the Priors?
Aron Vallinder
2012
Corpus ID: 85453353
In this essay, I investigate whether Solomonoff’s prior can be used to solve the problem of the priors for Bayesianism. In…
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2012
2012
Extending Universal Intelligence Models with Formal Notion of Representation
A. Potapov
,
S. Rodionov
Artificial General Intelligence
2012
Corpus ID: 16154497
Solomonoff induction is known to be universal, but incomputable. Its approximations, namely, the Minimum Description (or Message…
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2011
2011
Soret and Dufour Effects on Steady MHD Natural Convection Flow Past a Semi-Infinite Moving Vertical Plate in a Porous Medium with Viscous Dissipation in the Presence of a Chemical Reaction
S. Motsa
,
S. Shateyi
2011
Corpus ID: 29310689
Transportation of heat through porous media has been a subject of many studies due to the increasing need for a better…
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2003
2003
Universal sequential decisions in unknown environments
Marcus Hutter
2003
Corpus ID: 41686240
We give a brief introduction to the AIXI model, which unifies and overcomes the limitations of sequential decision theory and…
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Review
2001
Review
2001
Revising and Updating Probabilistic Beliefs
G. Kern-Isberner
2001
Corpus ID: 13868342
Besides the representation of knowledge, the handling of its dynamics in the light of new information, generally termed belief…
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1997
1997
Solomonoff Induction
S. Legg
1997
Corpus ID: 17607306
Solomonoff's induction method is an interesting theoretical model of what could be considered a perfect inductive inference…
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1985
1985
Toward a General Theory of Inductive Inference
J. F. Cyranski
1985
Corpus ID: 115385335
This paper outlines an information processing scheme for using real (possibly “fuzzy”) observations to predict the results of…
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