Publikationen aus TORE

2024

2023

  • Schmidt, Mark; Mertens, Kai Gustav; Meyer, Matthias
    Cost hierarchies and the pattern of product cost cross-subsidization: Extending a computational model of costing system design
    PLoS ONE 18(9): e0290370 (2023-09-11)
    Open Access | Publisher DOI
  • Grossmann, Igor; Rotella, Amanda; Hutcherson, Cendri; Sharpinskyi, Konstantyn; Varnum, Michael; Achter, Sebastian; Dhami, Mandeep K.; Guo, Xinqi Evie; Kara-Yakoubian, Mane; Mandel, David R.; Raes, Louis; Tay, Louis; Vie, Aymeric; Wagner, Lisa; Adamkovic, Matus; Arami, Arash; Arriaga Ferreira, Patricia; Bandara, Kasun; Baník, Gabriel; Bartoš, František; Baskin, Ernest; Bergmeir, Christoph; Białek, Michał; Børsting, Caroline Kjær; Browne, Dillon T.; Caruso, Eugene M.; Chen, Rong; Chie, Bin-Tzong; Chopik, William J.; Collins, Robert N.; Cong, Chin Wen; Conway, Lucian G.; Davis, Matthew; Day, Martin V.; Dhaliwal, Nathan A.; Durham, Justin D.; Dziekan, Martyna; Elbaek, Christian; Shuman, Eric; Fabrykant, Marharyta; Firat, Mustafa; Fong, Geoffrey T.; Frimer, Jeremy; Gallegos, Jonathan M.; Goldberg, Simon B.; Gollwitzer, Anton; Goyal, Julia; Graf-Vlachy, Lorenz; Gronlund, Scott D.; Hafenbrädl, Sebastian; Hartanto, Andree; Hirshberg, Matthew J.; Hornsey, Matthew; Howe, Piers D.L.; Izadi, Anoosha; Jaeger, Bastian; Kačmár, Pavol; Kim, Yeun Joon; Krenzler, Ruslan; Lannin, Daniel; Lin, Hung Wen; Lou, Nigel Mantou; Lua, Verity Y.Q.; Lukaszewski, Aaron W.; Ly, Albert L.; Madan, Christopher; Maier, Maximilian; Majeed, Nadyanna M.; March, David S.; Marsh, Abigail A.; Misiak, Michal; Myrseth, Kristian; Napan, Jaime; Nicholas, Jonathan; Nikolopoulos, Konstantinos; O, Jiaqing; Otterbring, Tobias; Paruzel-Czachura, Mariola; Pauer, Shiva; Protzko, John; Raffaelli, Quentin; Ropovik, Ivan; Ross, Robert M.; Roth, Yefim; Røysamb, Espen; Schnabel, Landon; Schütz, Astrid; Seifert, Matthias; Sevincer, A. T.; Sherman, Garrick T.; Simonsson, Otto; Sung, Ming Chien; Tai, Chung Ching; Talhelm, Thomas; Teachman, Bethany; Tetlock, Philip; Thomakos, Dimitrios; Tse, Dwight C.K.; Twardus, Oliver; Tybur, Joshua M.; Ungar, Lyle; Vandermeulen, Daan; Vaughan Williams, Leighton; Vosgerichian, Hrag A.; Wang, Qi; Wang, Ke; Whiting, Mark E.; Wollbrant, Conny E.; Yang, Tao; Yogeeswaran, Kumar; Yoon, Sangsuk; Alves, Ventura R.; Andrews-Hanna, Jessica R.; Bloom, Paul A.; Boyles, Anthony; Charis, Loo; Choi, Mingyeong; Darling-Hammond, Sean; Ferguson, Z. E.; Kaiser, Cheryl R.; Karg, Simon Tobias; Ortega, Alberto López; Mahoney, Lori; Marsh, Melvin; Martinie, Marcellin F.R.C.; Michaels, Eli K.; Millroth, Philip; Naqvi, Jeanean B.; Ng, Weiting; Rutledge, Robb B.; Slattery, Peter; Smiley, Adam H.; Strijbis, Oliver; Sznycer, Daniel; Tsukayama, Eli; van Loon, Austin; Voelkel, Jan G.; Wienk, Margaux; Wilkening, Tom
    Insights into the accuracy of social scientists’ forecasts of societal change
    Nature Human Behaviour 7 (4): 484-501 (2023-02-09)
    Publisher DOI
  • Mertens, Kai Gustav; Rennpferdt, Christoph; Greve, Erik; Krause, Dieter; Meyer, Matthias
    Reviewing the intellectual structure of product modularization: Toward a common view and future research agenda
    Journal of Product Innovation Management 40 (1): 86-119 (2023-01)
    Open Access | Publisher DOI
  • Plähn, Jannick; Bellora-Bienengräber, Lucia; Mertens, Kai G.; Meyer, Matthias
    Combining experiments with agent-based modeling : benefits for experimental management accounting research
    17th Social Simulation Conference (SSC 2022)
    Publisher DOI
  • Harten, Clemens; Bellora-Bienengräber, Lucia; Meyer, Matthias
    Effektive Risikoworkshops … Aber wie?
    Controlling 2: 50-54 (2023)
  • Meyer, Matthias
    Qualitätsdimensionen eines Digital Reportings: Was ist Noise und warum sollte man darauf achten?
    in: Digital Reporting Transformation des Controllerbereichs durch den digitalen Wandel; Arbeitskreis Digital Reporting, Schmalenbach-Gesellschaft für Betriebswirtschaft e. V. (Hrsg.) (2023)
  • Bellora-Bienengräber, Lucia; Harten, Clemens; Meyer, Matthias
    The effectiveness of risk assessments in risk workshops : the role of calculative cultures
    Journal of Risk Research 26 (2): 163-183 (2023)
    Open Access | Publisher DOI

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[34857]
Title: Learning Agents for Human Complex Systems.
Written by: Lorscheid, Iris
in: (2014).
Volume: Number:
on pages: 432-437
Chapter:
Editor:
Publisher: Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International:
Series:
Address:
Edition:
ISBN:
how published:
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Type: Conference Paper
DOI: 10.1109/COMPSACW.2014.73
URL:
ARXIVID:
PMID:

Note:

Abstract: Learning agents are a useful concept for agent-based simulation. The learning ability increases the autonomy of agents, which may lead them to unforeseen results on the individual (micro) and group (macro) level. Learning is even required to be successful in human complex systems, for which an adaptation to environmental changes is necessary. However, learning agents are considered as complex and not easy to understand. Therefore, they are not often applied in agent-based simulation models in the social sciences. This paper provides an overview of the learning agent concept by (1) putting learning agents in the context of the research field machine learning, (2) clarifying the basic learning agent decision process, and (3) providing a systematic overview of the learning agent properties as model guideline and communication scheme. This paper should encourage researchers in the field to apply learning agents by supporting the understanding and communication of the concept.