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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

It is a well-developed position in decision theory, and it comes in, at least, two flavors.

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

Edward MacLennan developed the theory of resolute choice in his 1990 book Rationality and Dynamic Choice.

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

The idea is straightforward.

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

An agent evaluates the entire decision tree before any uncertainty is resolved, selects the plan that is globally optimal over the full trajectory, commits to it, and then executes it step by step without re-evaluating at intermediate nodes.

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

The cost is giving up consequentialism.

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

At some intermediate node, the resolute chooser may be executing an action that looks suboptimal if you consider only what's still possible from that node forward.

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

They are choosing it because it was part of the globally optimal plan and the globally optimal plan was evaluated over the entire tree, including branches that, at this point, have already been resolved.

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

Is this irrational?

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

I don't think so.

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

It is the same thing that anyone does when they follow through on a commitment that has become locally costly but was globally optimal at the time it was made.

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

subheading sophisticated choice there is a second alternative which goes in a different direction a sophisticated chooser accepts that their preferences at future nodes will differ from their current global evaluation and instead of committing to override those future preferences they predict them and plan around them they do backward induction

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

Starting from the last decision node, they figure out what they would actually choose there given their local preferences at that node, then step back one node and choose optimally given what they know they will do later, and so on back to the first node.

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

The sophisticated chooser is also immune to money pumps because they never form a plan that they will later deviate from.

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

Instead, they form a plan that already accounts for their future deviations.

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

The cost is different from resolute choice.

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

Instead of sticking to a globally optimal plan despite local temptation, the sophisticated chooser settles for a plan that may be dominated from the ex-ante perspective but is at least self-consistent in the sense that they will actually follow through on it.

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

Sophisticated choice is less elegant than resolute choice, and for our purposes less interesting, but it is worth mentioning because it demonstrates the same structural point.

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

Money pump immunity does not require independence.

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

Subheading.

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

Ogedicity economics as a naturally resolute framework.