two-player games on graphs; infinite arenas; finite-memory determinacy; optimal strategies; omega-regular languages
Abstract :
[en] We consider zero-sum games on infinite graphs, with objectives specified as sets of infinite words over some alphabet of colors. A well-studied class of objectives is the one of 𝜔-regular objectives, due to its relation to many natural problems in theoretical computer science. We focus on the strategy complexity question: given an objective, how much memory does each player require to play as well as possible? A classical result is that finite-memory strategies suffice for both players when the objective is 𝜔-regular. We show a reciprocal of that statement: when both players can play optimally with a chromatic finite-memory structure (i.e., whose updates can only observe colors) in all infinite game graphs, then the objective must be 𝜔-regular. This provides a game-theoretic characterization of 𝜔-regular objectives, and this characterization can help in obtaining memory bounds. Moreover, a by-product of our characterization is a new one-to-two-player lift: to show that chromatic finite-memory structures suffice to play optimally in two-player games on infinite graphs, it suffices to show it in the simpler case of one-player games on infinite graphs. We illustrate our results with the family of discounted-sum objectives, for which 𝜔-regularity depends on the value of some parameters.
Research center :
CREMMI - Modélisation mathématique et informatique
Disciplines :
Mathematics Computer science
Author, co-author :
Vandenhove, Pierre ; Université de Mons - UMONS > Faculté des Sciences > Service de Mathématiques effectives ; Université Paris-Saclay [FR] > Laboratoire Méthodes Formelles (LMF)
Language :
English
Title :
Characterizing Omega-Regularity Through Finite-Memory Determinacy of Games on Infinite Graphs
F.R.S.-FNRS - Fonds de la Recherche Scientifique ANR - Agence Nationale de la Recherche
Funding text :
This work has been partially supported by the ANR Project MAVeriQ (ANR-20-CE25-0012). Mickael Randour is an F.R.S.-FNRS Research Associate and a member of the TRAIL Institute. Pierre Vandenhove is an F.R.S.-FNRS Research Fellow.
Commentary :
Talk given as a recepient of an accessit of the "Prix Doctorants STIC 2022" awarded by Labex DigiCosme.