LessWrong (30+ Karma)

“Evolution and the Low Road to Nash” by Aydin Mohseni, ben_levinstein, Daniel Herrmann


Listen Later

Solution concepts in game theory—like the Nash equilibrium and its refinements—are used in two key ways. Normatively, they proscribe how rational agents ought to behave. Descriptively, they propose how agents actually behave when interactions settle into equilibrium. The Nash equilibrium[1] underpins much of modern game theory and its applications in economics, political science, and evolutionary biology.

Here, we focus on the descriptive use of the concept in game theory. To do so, our first question must be: when should we expect players to play Nash equilibrium strategies in practice?

It turns out that trying to understand the theoretical conditions under which agents might play the Nash equilibrium of a game has led theorists down two very different paths:

  1. High Rationality Road (Epistemic Game Theory): Model the (sometimes infinite) hierarchy of beliefs of hyper-rational agents. Each agent reasons not just about the game, but about the others’ beliefs [...]

---

Outline:

(01:57) What is a Nash equilibrium?

(03:58) The High Rationality Road (Epistemic Game Theory)

(05:20) The Low Rationality Road (Evolutionary Game Theory)

(07:53) The Replicator Dynamics

(09:55) Example of an Error of Omission for Weak Nash

(10:03) Nash Equilibria

(10:30) Stability Under Replicator Dynamics

(11:22) Example of an Error of Commission for Strict Nash

(11:31) Nash Equilibria

(12:15) Stability Under Replicator Dynamics

(13:18) The Evolutionarily Stable Strategy (ESS)

(14:25) Revisiting the Examples

(15:25) Even ESS Falls Short: Cycles, Spirals, and Chaos

(18:59) Deeper Reading

(19:39) Recap and Conclusion: Beyond Static Equilibria

The original text contained 15 footnotes which were omitted from this narration.

---

First published:

January 22nd, 2025

Source:

https://www.lesswrong.com/posts/qQTXjpXbcXMHvExmf/evolution-and-the-low-road-to-nash

---

Narrated by TYPE III AUDIO.

---

Images from the article:

Apple Podcasts and Spotify do not show images in the episode description. Try Pocket Casts, or another podcast app.

...more
View all episodesView all episodes
Download on the App Store

LessWrong (30+ Karma)By LessWrong


More shows like LessWrong (30+ Karma)

View all
The Daily by The New York Times

The Daily

112,952 Listeners

Astral Codex Ten Podcast by Jeremiah

Astral Codex Ten Podcast

130 Listeners

Interesting Times with Ross Douthat by New York Times Opinion

Interesting Times with Ross Douthat

7,230 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

535 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,199 Listeners

AI Article Readings by Readings of great articles in AI voices

AI Article Readings

4 Listeners

Doom Debates by Liron Shapira

Doom Debates

14 Listeners

LessWrong posts by zvi by zvi

LessWrong posts by zvi

2 Listeners