{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T17:26:23Z","timestamp":1743009983139,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319303055"},{"type":"electronic","value":"9783319303079"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-30307-9_11","type":"book-chapter","created":{"date-parts":[[2016,3,24]],"date-time":"2016-03-24T01:30:54Z","timestamp":1458783054000},"page":"175-192","source":"Crossref","is-referenced-by-count":1,"title":["Using Transfer Learning to Model Unknown Opponents in Automated Negotiations"],"prefix":"10.1007","author":[{"given":"Siqi","family":"Chen","sequence":"first","affiliation":[]},{"given":"Shuang","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Gerhard","family":"Weiss","sequence":"additional","affiliation":[]},{"given":"Karl","family":"Tuyls","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,3,25]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Brzostowski, J., Kowalczyk, R.: Predicting partner\u2019s behaviour in agent negotiation. In: Proceedings of AAMAS \u201906, pp. 355\u2013361. ACM (2006)","DOI":"10.1145\/1160633.1160697"},{"key":"11_CR2","doi-asserted-by":"publisher","first-page":"1266","DOI":"10.1016\/j.eswa.2006.12.027","volume":"34","author":"R Carbonneau","year":"2008","unstructured":"Carbonneau, R., Kersten, G.E., Vahidov, R.: Predicting opponent\u2019s moves in electronic negotiations using neural networks. Expert Syst. Appl. 34, 1266\u20131273 (2008)","journal-title":"Expert Syst. Appl."},{"key":"11_CR3","unstructured":"Chen, S., Ammar, H.B., Tuyls, K., Weiss, G.: Optimizing complex automated negotiation using sparse pseudo-input Gaussian processes. In: Proceedings of AAMAS\u20192013, pp. 707\u2013714. ACM (2013)"},{"key":"11_CR4","unstructured":"Chen, S., Ammar, H.B., Tuyls, K., Weiss, G.: Using conditional restricted boltzmann machine for highly competitive negotiation tasks. In: Proceedings of the 23th International Joint Conference on Artificial Intelligence, pp. 69\u201375, Beijing, China. AAAI Press (2013)"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"Chen, S., Hao, J., Weiss, G., Tuyls, K., Leung, H.-F.: Evaluating practical automated negotiation based on spatial evolutionary game theory. In: Lutz, C., Thielscher, M. (eds.) KI 2014: Advances in Artificial Intelligence, Lecture Notes in Computer Science, vol. 8736, pp. 147\u2013158. Springer International Publishing (2014)","DOI":"10.1007\/978-3-319-11206-0_15"},{"key":"11_CR6","unstructured":"Chen, S., Weiss, G.: An efficient and adaptive approach to negotiation in complex environments. In: Proceedings of ECAI\u20192012, pp. 228\u2013233. IOS Press (2012)"},{"issue":"10","key":"11_CR7","doi-asserted-by":"publisher","first-page":"2613","DOI":"10.1016\/j.engappai.2013.08.012","volume":"26","author":"S Chen","year":"2013","unstructured":"Chen, S., Weiss, G.: An efficient automated negotiation strategy for complex environments. Eng. Appl. Artif. Intell. 26(10), 2613\u20132623 (2013)","journal-title":"Eng. Appl. Artif. Intell."},{"issue":"3","key":"11_CR8","first-page":"1","volume":"9","author":"Siqi Chen","year":"2014","unstructured":"Chen, S., Weiss, G.: An intelligent agent for bilateral negotiation with unknown opponents in continuous-time domains. ACM Trans. Auton. Adapt. Syst. 9(3):16:1\u201316:24 (2014)","journal-title":"ACM Transactions on Autonomous and Adaptive Systems"},{"issue":"5","key":"11_CR9","doi-asserted-by":"publisher","first-page":"2287","DOI":"10.1016\/j.eswa.2014.10.048","volume":"42","author":"S Chen","year":"2015","unstructured":"Chen, S., Weiss, G.: An approach to complex agent-based negotiations via effectively modeling unknown opponents. Expert Syst. Appl. 42(5), 2287\u20132304 (2015)","journal-title":"Expert Syst. Appl."},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Coehoorn, R.M., Jennings, N.R.: Learning on opponent\u2019s preferences to make effective multi-issue negotiation trade-offs. In: Proceedings of the 6th International Conference on Electronic Commerce, pp. 59\u201368, New York, NY, USA. ACM (2004)","DOI":"10.1145\/1052220.1052229"},{"key":"11_CR11","doi-asserted-by":"crossref","unstructured":"Dai, W., Yang, Q., Xue, G., Yu, Y.: Boosting for transfer learning. In: Proceedings of the 24th International Conference on Machine Learning, pp. 193\u2013200. ACM (2007)","DOI":"10.1145\/1273496.1273521"},{"key":"11_CR12","unstructured":"Drucker, H.: Improving regressors using boosting techniques. In: Proceedings of ICML \u201997, pp. 107\u2013115 (1997)"},{"issue":"4","key":"11_CR13","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1016\/S0921-8890(98)00029-3","volume":"24","author":"P Faratin","year":"1998","unstructured":"Faratin, P., Sierra, C., Jennings, N.R.: Negotiation decision functions for autonomous agents. Rob. Autom. Syst. 24(4), 159\u2013182 (1998)","journal-title":"Rob. Autom. Syst."},{"key":"11_CR14","doi-asserted-by":"crossref","unstructured":"Hao, J., Leung, H.: ABiNeS: an adaptive bilateral negotiating strategy over multiple items. In: Proceedings of the 2012 IEEE Conference on IAT, pp. 95\u2013102 (2012)","DOI":"10.1109\/WI-IAT.2012.72"},{"key":"11_CR15","unstructured":"Hindriks, K., Jonker, C., Kraus, S., Lin, R., Tykhonov, D.: Genius: negotiation environment for heterogeneous agents. In: Proceedings of AAMAS\u20192009, pp. 1397\u20131398 (2009)"},{"key":"11_CR16","unstructured":"Hou, C.: Predicting agents tactics in automated negotiation. In: Proceedings of the 2004 IEEE Conference on IAT, pp. 127\u2013133 (2004)"},{"issue":"2","key":"11_CR17","doi-asserted-by":"publisher","first-page":"199","DOI":"10.1023\/A:1008746126376","volume":"10","author":"NR Jennings","year":"2001","unstructured":"Jennings, N.R., Faratin, P., Lomuscio, A.R., Parsons, S., Sierra, C., Wooldridge, M.: Automated negotiation: prospects, methods and challenges. Int. J. Group Decis. Negot. 10(2), 199\u2013215 (2001)","journal-title":"Int. J. Group Decis. Negot."},{"key":"11_CR18","doi-asserted-by":"crossref","unstructured":"Jordan, P.R., Kiekintveld, C., Wellman, M.P.: Empirical game-theoretic analysis of the tac supply chain game. In: Proceedings of AAMAS\u20192007, pp. 1188\u20131195 (2007)","DOI":"10.1145\/1329125.1329359"},{"key":"11_CR19","doi-asserted-by":"publisher","first-page":"823","DOI":"10.1016\/j.artint.2007.09.007","volume":"172","author":"R Lin","year":"2008","unstructured":"Lin, R., Kraus, S., Wilkenfeld, J., Barry, J.: Negotiating with bounded rational agents in environments with incomplete information using an automated agent. Artif. Intell. 172, 823\u2013851 (2008)","journal-title":"Artif. Intell."},{"issue":"10","key":"11_CR20","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"S Pan","year":"2010","unstructured":"Pan, S., Yang, Q.: A survey on transfer learning. IEEE Trans. Knowl. Data Eng. 22(10), 1345\u20131359 (2010)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"11_CR21","unstructured":"Pardoe, D., Stone, P.: Boosting for regression transfer. In: Proceedings of the 27th International Conference on Machine Learning, pp. 863\u2013870 (2010)"},{"key":"11_CR22","unstructured":"Rettinger, A., Zinkevich, M., Bowling, M.: Boosting expert ensembles for rapid concept recall. In: Proceedings Of AAAI\u20192006, vol. 21, pp. 464\u2013469 (2006)"},{"issue":"1","key":"11_CR23","doi-asserted-by":"publisher","first-page":"97","DOI":"10.2307\/1912531","volume":"50","author":"A Rubinstein","year":"1982","unstructured":"Rubinstein, A.: Perfect equilibrium in a bargaining model. Econometrica 50(1), 97\u2013109 (1982)","journal-title":"Econometrica"},{"key":"11_CR24","unstructured":"Snelson, E., Ghahramani, Z.: Sparse Gaussian processes using pseudo-inputs. In Advances In Neural Information Processing Systems, pp. 1257\u20131264. MIT press (2006)"},{"key":"11_CR25","first-page":"1633","volume":"10","author":"ME Taylor","year":"2009","unstructured":"Taylor, M.E., Stone, P.: Transfer learning for reinforcement learning domains: a survey. J. Mach. Learn. Res. 10, 1633\u20131685 (2009)","journal-title":"J. Mach. Learn. Res."},{"key":"11_CR26","unstructured":"Williams, C., Robu, V., Gerding, E., Jennings, N.: Using gaussian processes to optimise concession in complex negotiations against unknown opponents. In: Proceedings of IJCAI\u20192011, pp. 432\u2013438. AAAI Press (2011)"},{"key":"11_CR27","doi-asserted-by":"crossref","unstructured":"Yao, Y., Doretto, G.: Boosting for transfer learning with multiple sources. In: 2010 IEEE Conference on Computer Vision and Pattern Recognition, pp. 1855\u20131862. IEEE (2010)","DOI":"10.1109\/CVPR.2010.5539857"}],"container-title":["Studies in Computational Intelligence","Recent Advances in Agent-based Complex Automated Negotiation"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-30307-9_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T18:04:18Z","timestamp":1559412258000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-30307-9_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319303055","9783319303079"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-30307-9_11","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2016]]}}}