{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T06:54:07Z","timestamp":1743058447185,"version":"3.40.3"},"publisher-location":"Boston, MA","reference-count":7,"publisher":"Springer US","isbn-type":[{"type":"print","value":"9780387307688"},{"type":"electronic","value":"9780387301648"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-0-387-30164-8_564","type":"book-chapter","created":{"date-parts":[[2010,12,29]],"date-time":"2010-12-29T17:30:36Z","timestamp":1293643836000},"page":"696-699","source":"Crossref","is-referenced-by-count":0,"title":["Multi-Agent Learning II: Algorithms"],"prefix":"10.1007","author":[{"given":"Yoav","family":"Shoham","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rob","family":"Powers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"564_CR1_564","unstructured":"Requisite background in game theory can be obtained from the many introductory texts, and most compactly from Leyton-Brown and Shoham\u00a0(2008). Game theoretic work on multiagent learning is covered in Fudenberg and Levine\u00a0(1998) and Young\u00a0(2004). An expanded discussion of the problems addressed under the header of MAL can be found in Shoham, Powers, and Grenager\u00a0(2007), and the responses to it in Vohra and Wellman\u00a0(2007). Discussion of MAL algorithms, both traditional and more novel ones, can be found in the above references, as well as in\u00a0Greenwald and Littman\u00a0(2007)."},{"key":"564_CR2_564","volume-title":"The theory of learning in games","author":"D Fudenberg","year":"1998","unstructured":"Fudenberg, D., & Levine, D. (1998). The theory of learning in games. Cambridge: MIT Press."},{"key":"564_CR3_564","doi-asserted-by":"crossref","unstructured":"Greenwald, A., & Littman, M.\u00a0L. (Eds.). (2007). Special issue on learning and computational game theory. Machine Learning, 67(1\u20132).","DOI":"10.1007\/s10994-007-0770-1"},{"key":"564_CR4_564","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01545-8","volume-title":"Essentials of game theory","author":"K Leyton-Brown","year":"2008","unstructured":"Leyton-Brown, K., & Shoham, Y. (2008). Essentials of game theory. San Rafael, CA: Morgan and Claypool."},{"key":"564_CR5_564","doi-asserted-by":"crossref","unstructured":"Shoham, Y., Powers, W.\u00a0R., & Grenager, T. (2007). If multiagent learning is the answer, what is the question? Artificial Intelligence, 171(1), 365\u2013377. Special issue on foundations of multiagent learning.","DOI":"10.1016\/j.artint.2006.02.006"},{"key":"564_CR6_564","doi-asserted-by":"crossref","unstructured":"Vohra, R., & Wellman, M.\u00a0P. (Eds.). (2007). Special issue on foundations of multiagent learning. Artificial Intelligence, 171(1).","DOI":"10.1016\/j.artint.2007.05.002"},{"key":"564_CR7_564","doi-asserted-by":"crossref","DOI":"10.1093\/acprof:oso\/9780199269181.001.0001","volume-title":"Strategic learning and its limits","author":"HP Young","year":"2004","unstructured":"Young, H.\u00a0P. (2004). Strategic learning and its limits. Oxford: Oxford University Press."}],"container-title":["Encyclopedia of Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-0-387-30164-8_564","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,22]],"date-time":"2023-12-22T02:41:23Z","timestamp":1703212883000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-0-387-30164-8_564"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9780387307688","9780387301648"],"references-count":7,"URL":"https:\/\/doi.org\/10.1007\/978-0-387-30164-8_564","relation":{},"subject":[],"published":{"date-parts":[[2011]]}}}