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Strategy Effectiveness of Game-Theoretical Solution Concepts in Extensive-Form General-Sum Games

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F15%3A00234619" target="_blank" >RIV/68407700:21230/15:00234619 - isvavai.cz</a>

  • Result on the web

    <a href="http://delivery.acm.org/10.1145/2780000/2773450/p1813-cermak.pdf?ip=147.32.83.237&id=2773450&acc=ACTIVE%20SERVICE&key=D6C3EEB3AD96C931.9BD1EC80ACA8C1C5.4D4702B0C3E38B35.4D4702B0C3E38B35&CFID=566571153&CFTOKEN=94441464&__acm__=1449557735_5f91e3237da034423" target="_blank" >http://delivery.acm.org/10.1145/2780000/2773450/p1813-cermak.pdf?ip=147.32.83.237&id=2773450&acc=ACTIVE%20SERVICE&key=D6C3EEB3AD96C931.9BD1EC80ACA8C1C5.4D4702B0C3E38B35.4D4702B0C3E38B35&CFID=566571153&CFTOKEN=94441464&__acm__=1449557735_5f91e3237da034423</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Strategy Effectiveness of Game-Theoretical Solution Concepts in Extensive-Form General-Sum Games

  • Original language description

    Game theory describes the conditions for the strategies of ra- tional agents to form an equilibrium. However, game theory can fail from the prescriptive viewpoint and can serve only as a heuristic recommendation for agents. There exists a plethora of game theoretic solution concepts, however, their e_ectiveness has never been compared; hence, there is no guideline for selecting correct algorithm for a given domain. Therefore, we compare the e_ectiveness of solution-concept strategies and strategies computed by Counterfactual regret minimization (CFR) and Monte-Carlo tree search in prac- tice. Our results show that (1) CFR strategies are typically the best, and (2) the e_ectiveness of the re_nements of NE depends on the utility structure of the game.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2015

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Autonomous Agents and Multiagent Systems

  • ISBN

    978-1-4503-3771-7

  • ISSN

    1548-8403

  • e-ISSN

  • Number of pages

    2

  • Pages from-to

    1813-1814

  • Publisher name

    IFAAMAS

  • Place of publication

    County of Richland

  • Event location

    Istanbul

  • Event date

    May 4, 2015

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article