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22 posts
Solomonoff Induction
30 posts
Kolmogorov Complexity
AIXI
155
The Solomonoff Prior is Malign
Mark Xu
2y
52
115
A Semitechnical Introductory Dialogue on Solomonoff Induction
Eliezer Yudkowsky
1y
34
94
An Intuitive Explanation of Solomonoff Induction
Alex_Altair
10y
222
68
When does rationality-as-search have nontrivial implications?
nostalgebraist
4y
11
63
Solomonoff Cartesianism
Rob Bensinger
8y
51
51
Open Problems Related to Solomonoff Induction
Wei_Dai
10y
106
47
Computational Model: Causal Diagrams with Symmetry
johnswentworth
3y
29
41
The prior of a hypothesis does not depend on its complexity
cousin_it
12y
69
40
How is Solomonoff induction calculated in practice?
Bucky
3y
13
22
Limited agents need approximate induction
Manfred
7y
10
22
A potential problem with using Solomonoff induction as a prior
JoshuaZ
11y
18
22
Clarifying Consequentialists in the Solomonoff Prior
vlad_m
4y
16
22
Clarifying The Malignity of the Universal Prior: The Lexical Update
interstice
2y
2
19
Is the human brain a valid choice for the Universal Turing Machine in Solomonoff Induction?
habryka
4y
13
65
Failures of an embodied AIXI
So8res
8y
46
37
Complexity and Intelligence
Eliezer Yudkowsky
14y
79
36
A utility-maximizing varient of AIXI
AlexMennen
10y
20
35
Beyond Kolmogorov and Shannon
Alexander Gietelink Oldenziel
1mo
14
33
Save the princess: A tale of AIXI and utility functions
Anja
9y
11
31
Does Checkers have simpler rules than Go?
jefftk
9y
47
24
What is the advantage of the Kolmogorov complexity prior?
skepsci
10y
29
23
Program Search and Incomplete Understanding
Diffractor
4y
1
21
Would AIXI protect itself?
Stuart_Armstrong
11y
19
18
A Candidate Complexity Measure
interstice
4y
8
17
Estimating the kolmogorov complexity of the known laws of physics?
Strilanc
9y
46
16
[video] Paul Christiano's impromptu tutorial on AIXI and TDT
lukeprog
10y
13
16
AIXI-style IQ tests
gwern
11y
7
15
Failures of UDT-AIXI, Part 1: Improper Randomizing
Diffractor
3y
3