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
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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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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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
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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
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