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Ihor Kendiukhov

๐Ÿ‘ค Speaker
515 total appearances

Appearances Over Time

Podcast Appearances

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

They plan to kelebet, or whatever the ergodic mapping prescribes, and they are kelebeting, regardless of what the local branch structure looks like at any given moment.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

This connection between ergodicity economics and resolute choice has not been articulated before.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

But it is, I think, the cleanest way to see why EE can violate independence without irrationality.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Now, you may or may not accept the entire EE program, but, at the very minimum, I think the conclusion that the agent should pay attention to the dynamic of the gamble and that concrete utility function should depend on the gamble is undeniably valid.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Subheading The broader landscape

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

The fact that independence is the weak point of the VNM framework is reflected in the structure of the entire field of generalized decision theory, where the majority of alternative frameworks are built specifically by relaxing or replacing the independence axiom.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Rank-dependent utility, Quiggin, 1982, replaces independence with comonotonic independence, independence holds only for gambles that rank outcomes in the same order.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

The result is a preference functional that includes a probability weighting function, which distorts the cumulative distribution before integrating against the utility function.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Cumulative prospect theory, Tversky and Kahneman, 1992, combines probability weighting with reference dependence and loss aversion.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

It was developed to explain empirical patterns of choice under risk, and it violates independence in multiple ways.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Quadratic utility, Chu, Epstein, and Siegel, allows the preference functional to be a bilinear form in probabilities, meaning it is quadratic rather than linear in the probability measure.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

This captures something akin to sensitivity to the variance of a gamble, not just its mean.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Betweenness Preferences, Deckel, 1986.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Chu, 1989, weaken independence to the requirement that if you are indifferent between two lotteries, any mixture of them is equally good.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

This is strictly weaker than full independence and yields preference functionals defined by implicit functional equations rather than explicit integrals.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

This convergence is not coincidental.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

When multiple independent research programs, developed by different people with different motivations over several decades, all arrive at the same structural move, relax independence, it suggests that the constraint being relaxed is objectively too strong.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

Allais paradox.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

The Allais paradox is the oldest and most famous demonstration that people systematically violate the independence axiom.

LessWrong (Curated & Popular)
"On Independence Axiom" by Ihor Kendiukhov

The setup, in its simplified form, goes like this.