On Decentralized Implicit Negotiation in Modified Ultimatum Game

Kód výsledku v IS VaVaI

RIV/67985556:_____/18:00483466 - isvavai.cz

Výsledek na webu

http://dx.doi.org/10.1007/978-3-030-01713-2_25

DOI - Digital Object Identifier

10.1007/978-3-030-01713-2_25

Jazyk výsledku

angličtina

Název v původním jazyce

On Decentralized Implicit Negotiation in Modified Ultimatum Game

Popis výsledku v původním jazyce

Cooperation and negotiation are important elements of human interaction within extensive, flatly organized, mixed human-machine societies. Any sophisticated artificial intelligence cannot be complete without them. Multi-agent system with dynamic locally independent agents, that interact in a distributed way is inevitable in majority of modern applications. Here we consider a modified Ultimatum game (UG) for studying negotiation and cooperation aspects of decision making. The manuscript proposes agent’s optimizing policy using Markov decision process (MDP) framework, which covers implicit negotiation (in contrast with explicit schemes as in [5]). The proposed solution replaces the classical game-theoretical design of agents’ policies by an adaptive MDP that is: i) more realistic with respect to the knowledge available to individual players, ii) provides a first step towards solving negotiation essential in conflict situations.

Název v anglickém jazyce

On Decentralized Implicit Negotiation in Modified Ultimatum Game

Popis výsledku anglicky

Cooperation and negotiation are important elements of human interaction within extensive, flatly organized, mixed human-machine societies. Any sophisticated artificial intelligence cannot be complete without them. Multi-agent system with dynamic locally independent agents, that interact in a distributed way is inevitable in majority of modern applications. Here we consider a modified Ultimatum game (UG) for studying negotiation and cooperation aspects of decision making. The manuscript proposes agent’s optimizing policy using Markov decision process (MDP) framework, which covers implicit negotiation (in contrast with explicit schemes as in [5]). The proposed solution replaces the classical game-theoretical design of agents’ policies by an adaptive MDP that is: i) more realistic with respect to the knowledge available to individual players, ii) provides a first step towards solving negotiation essential in conflict situations.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

GA16-09848S: Racionalita a uvažování

Návaznosti

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

Rok uplatnění

2018

Kód důvěrnosti údajů

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

Název statě ve sborníku

Multi-Agent Systems and Agreement Technologies

ISBN

978-3-030-01712-5

ISSN

—

e-ISSN

—

Počet stran výsledku

11

Strana od-do

357-369

Název nakladatele

Springer

Místo vydání

Cham

Místo konání akce

Évry

Datum konání akce

14. 12. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—