A generalization of the backward induction method in aligned games

We show that the well-known backward induction method generalizes to a broad class of sequential games and could be applied to find the entire set of perfect Bayesian equilibria and sequential equilibria. This is a class of games whose information sets appear in a clear chronological order. The computation of locally optimal strategies and the preconsistency check are performed stage-by-stage along the game tree. The full consistency check for computing sequential equilibria needs to be applied only to the perfect Bayesian equilibria at the end, thus reducing the computational work significantly. We fully characterize the class of games in which the generalized backward induction algorithm alone, without further full consistency check, yields the entire set of sequential equilibria.

Authors

Institutions

Publication Details

Journal
Journal of Dynamics and Games
Published
2024-12-25
DOI
https://doi.org/10.3934/jdg.2024031
Primary Topic
Game Theory and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A generalization of the backward induction method in aligned games

S. K. Chakrabarti, Iryna Topolyan
Journal of Dynamics and Games
Game Theory and Applications
article

A generalization of the backward induction method in aligned games

S. K. Chakrabarti, Iryna Topolyan
article en

Abstract

We show that the well-known backward induction method generalizes to a broad class of sequential games and could be applied to find the entire set of perfect Bayesian equilibria and sequential equilibria. This is a class of games whose information sets appear in a clear chronological order. The computation of locally optimal strategies and the preconsistency check are performed stage-by-stage along the game tree. The full consistency check for computing sequential equilibria needs to be applied only to the perfect Bayesian equilibria at the end, thus reducing the computational work significantly. We fully characterize the class of games in which the generalized backward induction algorithm alone, without further full consistency check, yields the entire set of sequential equilibria.

Journal of Dynamics and GamesVol. 12(3)
University of Cincinnati (US)
Gender equality
Openalex Percentile: Top 70%
Game Theory and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.