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16 posts
Utility Functions
Coherence Arguments
Orthogonality Thesis
Coherent Extrapolated Volition
Indexical Information
10 posts
Quantilization
Mild Optimization
128
An Orthodox Case Against Utility Functions
abramdemski
2y
53
102
Utility ≠ Reward
vlad_m
3y
25
101
Coherence arguments do not entail goal-directed behavior
Rohin Shah
4y
69
88
Coherence arguments imply a force for goal-directed behavior
KatjaGrace
1y
27
69
The "Measuring Stick of Utility" Problem
johnswentworth
6mo
22
69
Probability is Real, and Value is Complex
abramdemski
4y
20
63
Three ways that "Sufficiently optimized agents appear coherent" can be false
Wei_Dai
3y
3
52
Buridan's ass in coordination games
jessicata
4y
26
49
Coherent behaviour in the real world is an incoherent concept
Richard_Ngo
3y
17
47
Take 7: You should talk about "the human's utility function" less.
Charlie Steiner
12d
22
45
Bayesian Utility: Representing Preference by Probability Measures
Vladimir_Nesov
13y
37
37
Harsanyi's Social Aggregation Theorem and what it means for CEV
AlexMennen
9y
88
28
Inferring utility functions from locally non-transitive preferences
Jan
10mo
15
27
When do utility functions constrain?
Hoagy
3y
5
65
When to use quantilization
RyanCarey
3y
5
25
Quantilizers maximize expected utility subject to a conservative cost constraint
jessicata
7y
0
24
Quantilizers and Generative Models
Adam Jermyn
5mo
5
21
Exploring Mild Behaviour in Embedded Agents
Megan Kinniment
5mo
3
20
Another view of quantilizers: avoiding Goodhart's Law
jessicata
6y
1
19
Stable Pointers to Value III: Recursive Quantilization
abramdemski
4y
4
14
Quantilal control for finite MDPs
Vanessa Kosoy
4y
0
11
Optimization Regularization through Time Penalty
Linda Linsefors
3y
4
10
Quantilizer ≡ Optimizer with a Bounded Amount of Output
itaibn0
1y
4
2
Thoughts on Quantilizers
Stuart_Armstrong
5y
0