{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T06:03:59Z","timestamp":1774418639796,"version":"3.50.1"},"reference-count":24,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2007,1,30]],"date-time":"2007-01-30T00:00:00Z","timestamp":1170115200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mach Learn"],"published-print":{"date-parts":[[2007,5]]},"DOI":"10.1007\/s10994-007-0715-8","type":"journal-article","created":{"date-parts":[[2007,2,2]],"date-time":"2007-02-02T17:27:25Z","timestamp":1170437245000},"page":"145-168","source":"Crossref","is-referenced-by-count":26,"title":["Learning payoff functions in infinite games"],"prefix":"10.1007","volume":"67","author":[{"given":"Yevgeniy","family":"Vorobeychik","sequence":"first","affiliation":[]},{"given":"Michael P.","family":"Wellman","sequence":"additional","affiliation":[]},{"given":"Satinder","family":"Singh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2007,1,30]]},"reference":[{"key":"715_CR1","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1023\/A:1006559212014","volume":"11","author":"C. G. Atkeson","year":"1997","unstructured":"Atkeson, C. G., Moore, A. W., & Schaal, S. (1997). Locally weighted learning. Artificial Intelligence Review, 11, 11\u201373.","journal-title":"Artificial Intelligence Review"},{"issue":"1","key":"715_CR2","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1007\/s001990050117","volume":"9","author":"E. J. Balder","year":"1996","unstructured":"Balder, E. J. (1996). Remarks on Nash equilibria for games with additively coupled payoffs. Economic Theory, 9(1), 161\u2013167.","journal-title":"Economic Theory"},{"key":"715_CR3","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1613\/jair.1154","volume":"19","author":"R. I. Brafman","year":"2003","unstructured":"Brafman, R. I., & Tennenholtz, M. (2003). Learning to coordinate efficiently: A model-based approach. Journal of Artificial Intelligence Research, 19, 11\u201323.","journal-title":"Journal of Artificial Intelligence Research"},{"key":"715_CR4","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.artint.2004.04.013","volume":"159","author":"R. I. Brafman","year":"2004","unstructured":"Brafman, R. I., & Tennenholtz, M. (2004). Efficient learning equilibrium. Artificial Intelligence, 159, 27\u201347.","journal-title":"Artificial Intelligence"},{"key":"715_CR5","unstructured":"Cheng, S.-F., Reeves, D. M., Vorobeychik, Y., & Wellman, M. P. (2004). Notes on equilibria in symmetric games. In AAMAS-04 Workshop on Game-Theoretic and Decision-Theoretic Agents. New York."},{"issue":"2","key":"715_CR6","first-page":"201","volume":"15","author":"D. A. Cohn","year":"1994","unstructured":"Cohn, D. A., Atlas, L., & Ladner, R. E. (1994). Improving generalization with active learning. Machine Learning, 15(2), 201\u2013221.","journal-title":"Machine Learning"},{"key":"715_CR7","doi-asserted-by":"crossref","unstructured":"Cramton, P. (2005). Simultaneous ascending auctions. In P. Cramton, Y. Shoham, & R. Steinberg (Eds.), Combinatorial auctions. MIT Press.","DOI":"10.7551\/mitpress\/9780262033428.003.0005"},{"key":"715_CR8","doi-asserted-by":"crossref","first-page":"637","DOI":"10.2307\/2938222","volume":"59","author":"D. Friedman","year":"1991","unstructured":"Friedman, D. (1991). Evolutionary games in economics. Econometrica, 59, 637\u2013666.","journal-title":"Econometrica"},{"key":"715_CR9","unstructured":"Fudenberg, D., & Levine, D. (1998). The theory of learning in games. MIT Press."},{"key":"715_CR10","unstructured":"Hastie, T., Tibshirani, R., & Friedman, J. (2001). The elements of statistical learning: Data mining, inference, and prediction. Springer."},{"key":"715_CR11","unstructured":"Joachims, T. (1999). Making large-scale SVM learning practical. In B. Scholkopf, C. Burges, & A. Smola (Eds.), Advances in Kernel methods\u2014support vector learning. MIT Press."},{"key":"715_CR12","doi-asserted-by":"crossref","unstructured":"Kreps, D. M. (1990). Game theory and economic modelling. Oxford University Press.","DOI":"10.1093\/0198283814.001.0001"},{"key":"715_CR13","unstructured":"Krishna, V. (2002). Auction theory. Academic Press."},{"key":"715_CR14","volume-title":"Microeconomic theory","author":"A. Mas-Colell","year":"1995","unstructured":"Mas-Colell, A., Whinston M. D., & Green J. R. (1995). Microeconomic theory. New York: Oxford University Press."},{"key":"715_CR15","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1086\/262118","volume":"108","author":"P. Milgrom","year":"2000","unstructured":"Milgrom, P. (2000). Putting auction theory to work: The simultaneous ascending auction. Journal of Political Economy, 108, 245\u2013272.","journal-title":"Journal of Political Economy"},{"key":"715_CR16","doi-asserted-by":"crossref","first-page":"286","DOI":"10.2307\/1969529","volume":"54","author":"J. Nash","year":"1951","unstructured":"Nash, J. (1951). Non-cooperative games. Annals of Mathematics, 54, 286\u2013295.","journal-title":"Annals of Mathematics"},{"key":"715_CR17","unstructured":"Reeves, D. M. (2005). Generating Trading Agent Strategies. Ph.D. thesis, University of Michigan."},{"key":"715_CR18","unstructured":"Reeves, D. M. & Wellman M. P. (2004). Computing best-response strategies in infinite games of incomplete information. In Twentieth Conference on Uncertainty in Artificial Intelligence, (pp. 470\u2013478)."},{"key":"715_CR19","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1016\/j.dss.2004.08.014","volume":"39","author":"D. M. Reeves","year":"2005","unstructured":"Reeves, D. M., Wellman, M. P., MacKie-Mason, J. K., & Osepayshvili, A. (2005). Exploring bidding strategies for market-based scheduling. Decision Support Systems, 39, 67\u201385.","journal-title":"Decision Support Systems"},{"key":"715_CR20","unstructured":"Selten, R., & Buchta, J. (1994). Experimental sealed bid first price auctions with directly observed bid functions. Technical Report Discussion Paper B-270, University of Bonn."},{"key":"715_CR21","doi-asserted-by":"crossref","unstructured":"Shoham, Y., Powers, R., & Grenager, T. (forthcoming), If multi-agent learning is the answer, what is the question? Artificial Intelligence.","DOI":"10.1016\/j.artint.2006.02.006"},{"key":"715_CR22","doi-asserted-by":"crossref","unstructured":"Vapnik, V. (1995). The nature of statistical learning theory. Springer-Verlag.","DOI":"10.1007\/978-1-4757-2440-0"},{"key":"715_CR23","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1111\/j.1540-6261.1961.tb02789.x","volume":"16","author":"W. Vickrey","year":"1961","unstructured":"Vickrey, W. (1961). Counterspeculation, auctions, and competitive sealed tenders. Journal of Finance, 16, 8\u201337.","journal-title":"Journal of Finance"},{"key":"715_CR24","unstructured":"Vorobeychik, Y., Wellman, M. P., & Singh, S. (2005). Learning payoff functions in infinite games. In Nineteenth International Joint Conference on Artificial Intelligence, (pp. 977\u2013982)."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-007-0715-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10994-007-0715-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-007-0715-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T01:40:22Z","timestamp":1559353222000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10994-007-0715-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,1,30]]},"references-count":24,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2007,5]]}},"alternative-id":["715"],"URL":"https:\/\/doi.org\/10.1007\/s10994-007-0715-8","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,1,30]]}}}