On Decentralized Implicit Negotiation in Modified Ultimatum Game
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F18%3A00483466" target="_blank" >RIV/67985556:_____/18:00483466 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-030-01713-2_25" target="_blank" >http://dx.doi.org/10.1007/978-3-030-01713-2_25</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-01713-2_25" target="_blank" >10.1007/978-3-030-01713-2_25</a>
Alternative languages
Result language
angličtina
Original language name
On Decentralized Implicit Negotiation in Modified Ultimatum Game
Original language description
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.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA16-09848S" target="_blank" >GA16-09848S: Rationality and Deliberation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Multi-Agent Systems and Agreement Technologies
ISBN
978-3-030-01712-5
ISSN
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e-ISSN
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Number of pages
11
Pages from-to
357-369
Publisher name
Springer
Place of publication
Cham
Event location
Évry
Event date
Dec 14, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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