Rage against the machines : how subjects play against learning algorithms
| dc.contributor.author | Dürsch, Peter | |
| dc.contributor.author | Kolb, Albert | deu |
| dc.contributor.author | Oechssler, Jörg | deu |
| dc.contributor.author | Schipper, Burkhard C. | deu |
| dc.date.accessioned | 2013-05-07T11:26:27Z | deu |
| dc.date.available | 2013-05-07T11:26:27Z | deu |
| dc.date.issued | 2009 | |
| dc.description.abstract | We use a large-scale internet experiment to explore how subjects learn to play against computers that are programmed to follow one of a number of standard learning algorithms. The learning theories are (unbeknown to subjects) a best response process, fictitious play, imitation, reinforcement learning, and a trial & error process. We explore how subjects' performances depend on their opponents' learning algorithm. Furthermore, we test whether subjects try to influence those algorithms to their advantage in a forward-looking way (strategic teaching). We find that strategic teaching occurs frequently and that all learning algorithms are subject to exploitation with the notable exception of imitation. | eng |
| dc.description.version | published | |
| dc.identifier.citation | Economic Theory ; 43 (2010), 3. - S. 407-430 | deu |
| dc.identifier.doi | 10.1007/s00199-009-0446-0 | deu |
| dc.identifier.uri | http://kops.uni-konstanz.de/handle/123456789/23212 | |
| dc.language.iso | eng | deu |
| dc.legacy.dateIssued | 2013-05-07 | deu |
| dc.rights | terms-of-use | deu |
| dc.rights.uri | https://rightsstatements.org/page/InC/1.0/ | deu |
| dc.subject | Learning | deu |
| dc.subject | Fictitious play | deu |
| dc.subject | Imitation | deu |
| dc.subject | Reinforcement | deu |
| dc.subject | Trial & error | deu |
| dc.subject | Strategic teaching | deu |
| dc.subject | Cournot duopoly | deu |
| dc.subject | Experiments | deu |
| dc.subject | Internet | deu |
| dc.subject.ddc | 330 | deu |
| dc.title | Rage against the machines : how subjects play against learning algorithms | eng |
| dc.type | JOURNAL_ARTICLE | deu |
| dspace.entity.type | Publication | |
| kops.citation.bibtex | @article{Dursch2009again-23212,
year={2009},
doi={10.1007/s00199-009-0446-0},
title={Rage against the machines : how subjects play against learning algorithms},
number={3},
volume={43},
issn={0938-2259},
journal={Economic Theory},
pages={407--430},
author={Dürsch, Peter and Kolb, Albert and Oechssler, Jörg and Schipper, Burkhard C.}
} | |
| kops.citation.iso690 | DÜRSCH, Peter, Albert KOLB, Jörg OECHSSLER, Burkhard C. SCHIPPER, 2009. Rage against the machines : how subjects play against learning algorithms. In: Economic Theory. 2009, 43(3), pp. 407-430. ISSN 0938-2259. eISSN 1432-0479. Available under: doi: 10.1007/s00199-009-0446-0 | deu |
| kops.citation.iso690 | DÜRSCH, Peter, Albert KOLB, Jörg OECHSSLER, Burkhard C. SCHIPPER, 2009. Rage against the machines : how subjects play against learning algorithms. In: Economic Theory. 2009, 43(3), pp. 407-430. ISSN 0938-2259. eISSN 1432-0479. Available under: doi: 10.1007/s00199-009-0446-0 | eng |
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| kops.identifier.nbn | urn:nbn:de:bsz:352-232127 | deu |
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| kops.sourcefield.plain | Economic Theory. 2009, 43(3), pp. 407-430. ISSN 0938-2259. eISSN 1432-0479. Available under: doi: 10.1007/s00199-009-0446-0 | deu |
| kops.sourcefield.plain | Economic Theory. 2009, 43(3), pp. 407-430. ISSN 0938-2259. eISSN 1432-0479. Available under: doi: 10.1007/s00199-009-0446-0 | eng |
| kops.submitter.email | madeline.kreissner@uni-konstanz.de | deu |
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