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Getting recommendation is not always better [article]

Zeynep B. Cinar, Haluk O. Bingol
<span title="2021-02-14">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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<span title="2020-05-06">2020</span> <span class="release-stage" >pre-print</span> <span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.05282v2">arXiv:1911.05282v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/i5cgxcxwmnb4pcchy5x6pp3urm">fatcat:i5cgxcxwmnb4pcchy5x6pp3urm</a> </span>

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Our results show that getting recommendations not always perform better. We observe that realist performs the best and optimist the worse.  ...  We present an extended version of the Iterated Prisoner's Dilemma game in which agents with limited memory receive recommendations about the unknown opponent to decide whether to play with.  ...  This work is partially supported by the Turkish Directorate of Strategy and Budget under the TAM Project number 2007K12-873.  ... 
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Citation

Zeynep B. Cinar, Haluk O. Bingol. "Getting recommendation is not always better." arXiv (2021)

Optimism brings accurate perception in Iterated Prisoner's Dilemma [article]

Orhun Gorkem, Haluk O. Bingol
<span title="2022-06-02">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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<span title="2021-12-03">2021</span> <span class="release-stage" >pre-print</span>
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<span title="2022-04-05">2022</span> <span class="release-stage" >pre-print</span>
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We analyze an extended model of the Iterated Prisoner's Dilemma where agents decide to play based on the data from their limited memory or recommendations.  ...  Our experiment showed that being optimistic is better for cooperators as it leads to more accurate exploration in the multi-agent system, which tolerates the vulnerability against defectors.  ...  For one round, it is always better to defect without regarding the act of the opponent agent if there is no specific modification as in The Expected Prisoner's Dilemma [12] .  ... 
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Citation

Orhun Gorkem, Haluk O. Bingol. "Optimism brings accurate perception in Iterated Prisoner's Dilemma." arXiv (2022)

A Trust Model of E-commerce Based on Iterated Prisoner's Dilemma Game

Chun Guan, Jun Hu, Xinzhou Lu
<span title="2015-08-31">2015</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cjfkr6nrjbcjrhn6a6mvtme4ay" style="color: black;">International Journal of u- and e- Service, Science and Technology</a> </i> &nbsp;

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To solve the problem of advisor untruthful feedback, a trust model based on iterated prisoner's dilemma game theory is proposed in this paper. 339 opponent i node is below a certain threshold, then the  ...  A trust model of electronic commerce based on iterated prisoner's dilemma game theory is proposed in this paper. Experimental results show that it can effectively inhabit advisor fraud.  ...  Iterated prisoner's dilemma is an extension of classic prisoner's dilemma, put forward by Robert Axelrod.  ... 
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Citation

Chun Guan, Jun Hu, Xinzhou Lu. "A Trust Model of E-commerce Based on Iterated Prisoner's Dilemma Game." International Journal of u- and e- Service, Science and Technology 8.8 (2015) 333-342

Reinforcement Learning in Conflicting Environments for Autonomous Vehicles [article]

Dominik Meyer, Johannes Feldmaier, Hao Shen
<span title="2016-10-22">2016</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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In this work, we investigate the application of Reinforcement Learning to two well known decision dilemmas, namely Newcomb's Problem and Prisoner's Dilemma.  ...  Furthermore, we argue that a Newcomb-like formulation is more adequate in the human-machine interaction case and demonstrate empirically that the unmodified Reinforcement Learning algorithms end up with  ...  the cost of the major oil spill due to both leaks not getting fixed.  ... 
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Citation

Dominik Meyer, Johannes Feldmaier, Hao Shen. "Reinforcement Learning in Conflicting Environments for Autonomous Vehicles." arXiv (2016)

The interplay of emotion expressions and strategy in promoting cooperation in the iterated prisoner's dilemma

Celso M. de Melo, Kazunori Terada
<span title="2020-09-11">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tnqhc2x2aneavcd3gx5h7mswhm" style="color: black;">Scientific Reports</a> </i> &nbsp;

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The iterated prisoner's dilemma has been used to study human cooperation for decades.  ...  The recent discovery of extortion and generous strategies renewed interest on the role of strategy in shaping behavior in this dilemma.  ...  Data availability The authors declare that data supporting the findings of this study is available with the "Supplementary materials".  ... 
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Celso M. de Melo, Kazunori Terada. "The interplay of emotion expressions and strategy in promoting cooperation in the iterated prisoner's dilemma." Scientific Reports 10.1 (2020) 14959

Oyun: A New, Free Program for Iterated Prisoner's Dilemma Tournaments in the Classroom

Charles H. Pence, Lara Buchak
<span title="2012-08-16">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dcjnhtnwsbh2hpp3gtdm7k5psi" style="color: black;">Evolution: Education and Outreach</a> </i> &nbsp;

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We present here Oyun (OY-oon, http://charlespence.net/oyun), a program designed to run iterated prisoner's dilemma tournaments, competitions between prisoner's dilemma strategies developed by the students  ...  Oyun is freely available, runs on Windows, Mac, and Linux computers, and the process of creating new prisoner's dilemma strategies is both easy to teach and easy for students to grasp.  ...  In particular, unless the other player is completely insensitive to what an individual does (duplicating, in effect, the behavior of the non-iterated prisoner's dilemma), "always defect" is not a very  ... 
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Citation

Charles H. Pence, Lara Buchak. "Oyun: A New, Free Program for Iterated Prisoner's Dilemma Tournaments in the Classroom." Evolution: Education and Outreach 5.3 (2012) 467-476

Law Games: Defeasible Rules and Revisable Rationality

Bruce Chapman
<span title="">1998</span> <i title="Test accounts"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5p6m4seaurgclfhw44y3ox6yqa" style="color: black;">Law and Philosophy</a> </i> &nbsp;

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Always cite the published version, so the author(s) will receive recognition through services that track citation counts, e.g. Scopus.  ...  If you need to cite the page number of the author manuscript from TSpace because you cannot access the published version, then cite the TSpace version in addition to the published version using the permanent  ...  in light of what one learns from the strategy choices of others (observed or not), may well do better, not only in these more strategically complex games, but also in the simple one-shot prisoner's dilemma  ... 
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Bruce Chapman. "Law Games: Defeasible Rules and Revisable Rationality." Law and Philosophy 17.4 (1998) 443

Intellectual Property and the Prisoner's Dilemma: A Game Theory Justification of Copyrights, Patents, and Trade Secrets

Adam D. Moore
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tol7woxlqjeg5bmzadeg6qrg3e" style="color: black;">Social Science Research Network</a> </i> &nbsp;

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China was not considered for WTO or TRIPS membership until several years after the initial agreement. See Natalie P.  ...  138 Admittedly, many find the TRIPS "agreement" rather hollow, claiming that it is based on bullying by the United States and EU.  ...  "always defect or rat" mindset in iterated prisoner's dilemmas.  ... 
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Citation

Adam D. Moore. "Intellectual Property and the Prisoner's Dilemma: A Game Theory Justification of Copyrights, Patents, and Trade Secrets." Social Science Research Network (2016)

How Political Science Can Enrich Other Disciplines

Robert Axelrod
<span title="2013-10-31">2013</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cscgn2grife6noupxpkyy3yxau" style="color: black;">Scandinavian Political Studies</a> </i> &nbsp;

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to use in the iterated Prisoner's Dilemma?  ...  This can't happen in a zero-sum game like chess or football, but it can and did happen in the iterated Prisoner's Dilemma.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1467-9477.12012">doi:10.1111/1467-9477.12012</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ayw6sv2vvrefnbrmxoreea5uya">fatcat:ayw6sv2vvrefnbrmxoreea5uya</a> </span>
<span class="ui label basic orange small" title="Szcezepanski OA Journal List">Szczepanski</span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20181102011654/https://deepblue.lib.umich.edu/bitstream/handle/2027.42/106125/scps12012.pdf;jsessionid=9DA047F8B97A3D4096E630E0CC557348?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1f/7b/1f7bb8f10d032b1f73a26cff5cc2a89f1f339c03.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1467-9477.12012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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Robert Axelrod. "How Political Science Can Enrich Other Disciplines." Scandinavian Political Studies 37.1 (2013) 82-93

Enhanced Reputation-based Tit-for-Tat Strategy for Collaborative Social Applications

Ahmed Al-Dhanhani, Hadi Otroky, Rabeb Mizouniy, Ahmad Al-Rubaie
<span title="2022-03-05">2022</span> <i title="North Atlantic University Union (NAUN)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3pw7ckyfq5ghtoqtun7tvtyvz4" style="color: black;">International Journal of Communications</a> </i> &nbsp;

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However, the inability to contribute back is not necessarily due to selfishness. In fact, cooperative learners may avoid participating due to the lack of expertise and/or confidence.  ...  Lately, these technologies have been used to foster collaboration in education, however, it is a case of hit and miss and without established techniques to ensure or replicate success.  ...  A modified version of the prisoner's dilemma game which is the iterated asynchronous prisoner's dilemma game has been introduced in the literature.  ... 
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Ahmed Al-Dhanhani, Hadi Otroky, Rabeb Mizouniy, Ahmad Al-Rubaie. "Enhanced Reputation-based Tit-for-Tat Strategy for Collaborative Social Applications." International Journal of Communications (2022) 13-18

The Efficiency of Team Reasoning

Cédric Paternotte
<span title="">2018</span> <i title="CAIRN"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7362wdhqpzcjphxjynbludz3e4" style="color: black;">Revue d&#39; Economie politique</a> </i> &nbsp;

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For egoist agents always defect in the Prisoner's Dilemma, and so will always be evolutionarily better off than team reasoners (as they are in Amadae & Lempert's model).  ...  In the Prisoner's Dilemma (Figure 1 ), egoist individual reasoners always defect.  ... 
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<span class="ui label basic orange small" title="Szcezepanski OA Journal List">Szczepanski</span> <span class="ui label basic black small" title="ISO Language Code">lang:fr</span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200505202922/https://www.cairn.info/load_pdf.php?ID_ARTICLE=REDP_283_0447&amp;download=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/11/0e/110e3ec2258b9b6422dfcc8f0b203652e2cea80c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3917/redp.283.0447"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>
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Cédric Paternotte. "The Efficiency of Team Reasoning." Revue d' Economie politique 128.3 (2018) 447

Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss [article]

Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Jayakumar Subramanian, Balaji Krishnamurthy
<span title="2020-02-13">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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<span title="2020-01-15">2020</span> <span class="release-stage" >pre-print</span>
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In social dilemma situations, individual rationality leads to sub-optimal group outcomes. Several human engagements can be modeled as a sequential (multi-step) social dilemmas.  ...  However, in contrast to humans, Deep Reinforcement Learning agents trained to optimize individual rewards in sequential social dilemmas converge to selfish, mutually harmful behavior.  ...  LOLA (Foerster et al., 2018) uses opponent awareness to achieve high levels of cooperation in the Coin Game and the Iterated Prisoner's Dilemma game.  ... 
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Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Jayakumar Subramanian, Balaji Krishnamurthy. "Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss." arXiv (2020)

Concept Learning Games: The Game of Query and Response

Nima Mirbakhsh, Arman Didandeh, Mohsen Afsharchi
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wl6t75bdqrdlrgsukwo2coosly" style="color: black;">2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology</a> </i> &nbsp;

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We study the cooperative view and give a novel idea to use in competitive environments based on the solution concepts of game theory and an innovative idea of concept scores over an ontology, which is  ...  This article deals with the issue of concept learning and tries to have a game theoretic view over the process of cooperative concept learning among agents in a multi-agent system, in which an extreme  ...  [1] deduces that in an iterated prisoner's dilemma with preference parameter existing.  ... 
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Citation

Nima Mirbakhsh, Arman Didandeh, Mohsen Afsharchi. "Concept Learning Games: The Game of Query and Response." 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (2010) 234-238

Evolution of Cooperativeness in a Business Game Relying on Acquaintance Based Trustworthiness Assessment

Sanat Kumar Bista, Keshav Dahal, Peter Cowling, Bhadra Man Tuladhar
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/65iimf2onnea5mg545qvlbna3m" style="color: black;">2009 IEEE Conference on Commerce and Enterprise Computing</a> </i> &nbsp;

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A genetic algorithm based spatial iterated prisoner's dilemma (SIPD) environment has been used to simulate the experiments.  ...  Careful consideration in aggregating feedbacks from different sources is in fact very important in computing a reliable value for trust worthiness to facilitate decision making in a social dilemma situation  ...  ACKNOWLEDGMENT This research has been supported by the EU Asia-link project -TH/Asia Link/004(91712) -Euro-Asia Collaboration and Networking in Information Engineering System Technology (EAST-WEST).  ... 
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Sanat Kumar Bista, Keshav Dahal, Peter Cowling, Bhadra Man Tuladhar. "Evolution of Cooperativeness in a Business Game Relying on Acquaintance Based Trustworthiness Assessment." 2009 IEEE Conference on Commerce and Enterprise Computing (2009) 16-23

HOW INDIVIDUALS LEARN TO TAKE TURNS: EMERGENCE OF ALTERNATING COOPERATION IN A CONGESTION GAME AND THE PRISONER'S DILEMMA

DIRK HELBING, MARTIN SCHÖNHOF, HANS-ULRICH STARK, JANUSZ A. HOŁYST
<span title="">2005</span> <i title="World Scientific Pub Co Pte Lt"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7ylfc2ajkzetpatp6kwpbq6iq4" style="color: black;">Advances in Complex Systems</a> </i> &nbsp;

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Prisoner's Dilemma.  ...  However, after many iterations, they often establish a coherent oscillatory behavior, as taking turns performs better than applying pure or mixed strategies.  ...  change routes [7, 65, 66] , is restricted to the special case of route-choice games with a system-optimal user equilibrium. • It is only half the truth that cooperation in the iterated Prisoner's Dilemma  ... 
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Citation

DIRK HELBING, MARTIN SCHÖNHOF, HANS-ULRICH STARK, JANUSZ A. HOŁYST. "HOW INDIVIDUALS LEARN TO TAKE TURNS: EMERGENCE OF ALTERNATING COOPERATION IN A CONGESTION GAME AND THE PRISONER'S DILEMMA." Advances in Complex Systems 08.01 (2005) 87-116

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