For a full list of publications, please refer to my homepage.
Publications
2021
Reyhan, A., Fujita, K., Baarslag, T., Jonker, C. M., & Ito, T. (2021). ANAC 2017: Repeated Multilateral Negotiation League. In T. Ito, M. Zhang, & A. Reyhan (Eds.), Advances in Automated Negotiations (pp. 101-115). Springer Singapore.
2020
Chakraborty, S., Baarslag, T., & Kaisers, M. (2020). Automated peer-to-peer negotiation for energy contract settlements in residential cooperatives. Applied Energy, 259, 1-14. [114173]. https://doi.org/10.1016/j.apenergy.2019.114173
2019
Zafari, F., Moser, I., & Baarslag, T. (2019). Modelling and analysis of temporal preference drifts using a component-based factorised latent approach. Expert Systems with Applications, 116, 186 - 208. https://doi.org/10.1016/j.eswa.2018.09.010
Tsimpoukis, D., Baarslag, T., Kaisers, M., & Paterakis, N. (2019). Automated Negotiations Under User Preference Uncertainty: A Linear Programming Approach. In Agreement Technologies (pp. 115-129). Springer International Publishing. https://doi.org/10.1007/978-3-030-17294-7_9
Tang, H., Hao, J., Wang, L., Baarslag, T., & Wang, Z. (2019). An Optimal Rewiring Strategy for Cooperative Multiagent Social Learning. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 33, pp. 10049-10050)
Sanchez-Anguix, V., Reyhan, A., Baarslag, T., & Jonker, C. (2019). Bottom-up approaches to achieve Pareto optimal agreements in group decision making. Knowledge and Information Systems, 61(2), 1019-1046. https://doi.org/10.1007/s10115-018-01325-y
Reyhan, A., Fujita, K., Baarslag, T., Jonker, C. M., & Ito, T. (2019). ANAC 2018: Repeated Multilateral Negotiation League. In Y. Ohsawa, K. Yada, T. Ito, Y. Takama, E. Sato-Shimokawara, A. Abe, J. Mori, & N. Matsumura (Eds.), Advances in Artificial Intelligence (pp. 77-89). Springer International Publishing. https://doi.org/10.11517/pjsai.JSAI2019.0_2F1E301
Nassiri-Mofakham, F., & Baarslag, T. (2019). 3rd ILLC Workshop on Collective Decision Making.
Mell, J., Gratch, J., Aydoğan, R., Baarslag, T., & Jonker, C. M. (2019). The Likeability-Success Tradeoff: Results of the 2nd Annual Human-Agent Automated Negotiating Agents Competition. In 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII) (pp. 1-7) https://doi.org/10.1109/ACII.2019.8925437
Leahu, H., Kaisers, M., & Baarslag, T. (2019). Preference Learning in Automated Negotiation Using Gaussian Uncertainty Models. In Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (pp. 2087-2089). (AAMAS '19). International Foundation for Autonomous Agents and Multiagent Systems. http://dl.acm.org/citation.cfm?id=3306127.3332019
Leahu, H., Kaisers, M., & Baarslag, T. (2019). Automated Negotiation with Gaussian Process-based Utility Models.
Jonge, D. D., Baarslag, T., Aydogan, R., Jonker, C., Fujita, K., & Ito, T. (2019). The Challenge of Negotiation in the Game of Diplomacy. In Agreement Technologies (pp. 100-114). Springer International Publishing. https://doi.org/10.1007/978-3-030-17294-7_8
Bakker, J., Hammond, A., Bloembergen, D., & Baarslag, T. (2019). RLBOA: A Modular Reinforcement Learning Framework for Autonomous Negotiating Agents. In Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems (pp. 260-268). (AAMAS '19). International Foundation for Autonomous Agents and Multiagent Systems. http://dl.acm.org/citation.cfm?id=3306127.3331701
2018
Pappi, I., Baarslag, T., Kaisers, M., & Paterakis, N. G. (2018). An uncertainty-aware online planning algorithm for the sustainable electrification of festivals. In 2018 International Conference on Smart Energy Systems and Technologies, SEST 2018 - Proceedings [8495825] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SEST.2018.8495825
Mell, J., Gratch, J., Baarslag, T., Reyhan, A., & Jonker, C. M. (2018). Results of the First Annual Human-Agent League of the Automated Negotiating Agents Competition. In Proceedings of the 18th International Conference on Intelligent Virtual Agents (pp. 23-28). (IVA '18). Association for Computing Machinery (ACM). https://doi.org/10.1145/3267851.3267907
Chakraborty, S., Baarslag, T., & Kaisers, M. (2018). Energy Contract Settlements through Automated Negotiation in Residential Cooperatives. In 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) (pp. 1-6) https://doi.org/10.1109/SmartGridComm.2018.8587537
Baarslag, T. (2018). Computers that negotiate on our behalf. ERCIM news, (112), 36-37.
2017
Sanchez-Anguix, V., Aydoğan, R., Baarslag, T., & Jonker, C. M. (2017). Can we reach Pareto optimal outcomes using bottom-up approaches? In T. Baarslag, C. M. Jonker, V. Julian, E. Gerding, R. Aydogan, & V. Sanchez-Anguix (Eds.), Conflict Resolution in Decision Making - 2nd International Workshop, COREDEMA 2016, Revised Selected Papers (pp. 19-35). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10238 LNCS). Springer-Verlag. https://doi.org/10.1007/978-3-319-57285-7_2
Perera, C., Wakenshaw, S. Y. L., Baarslag, T., Haddadi, H., Bandara, A. K., Mortier, R., Crabtree, A., Ng, I. C. L., McAuley, D., & Crowcroft, J. (2017). Valorising the IoT Databox: creating value for everyone. Transactions on Emerging Telecommunications Technologies. https://doi.org/10.1002/ett.3125
Jonker, C., Aydogan, R., Baarslag, T., Broekens, J., Detweiler, C. A., Hindriks, K., Huldtgren, A., & Pasman, W. (2017). An Introduction to the Pocket Negotiator: A General Purpose Negotiation Support System. In Multi-Agent Systems and Agreement Technologies https://doi.org/10.1007/978-3-319-59294-7_2
Fujita, K., Aydogan, R., Baarslag, T., Hindriks, K., Ito, T., & Jonker, C. (2017). The Sixth Automated Negotiating Agents Competition (ANAC 2015). Studies in Computational Intelligence. https://doi.org/10.1007/978-3-319-51563-2_9
Begoli, E., Schlegel, V., Atiyah, M., Adeyemo, P., & Baarslag, T. (2017). The Heidelberg Laureate Forum on the moving frontier between mathematics and computer science. XRDS: Crossroads. https://doi.org/10.1145/3055143
Baarslag, T., Kaisers, M., Jonker, C. M., Gerding, E. H., & Gratch, J. (2017). When will negotiation agents be able to represent us? The challenges and opportunities for autonomous negotiators. In C. Sierra (Ed.), 26th International Joint Conference on Artificial Intelligence, IJCAI 2017: javascript:void(0); (pp. 4684-4690). International Joint Conferences on Artificial Intelligence.
Baarslag, T., & Kaisers, M. (2017). The value of information in automated negotiation: A decision model for eliciting user preferences. In E. Durfee, S. Das, K. Larson, & M. Winikoff (Eds.), 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017 (Vol. 1, pp. 391-400). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
Baarslag, T., Alper, A., Gomer, R., Alam, M., Charith, P., Gerding, E., & schraefel, M. C. (2017). An automated negotiation agent for permission management. In AAMAS 2017
2016
Truong, N. C., Baarslag, T., Ramchurn, S. D., & Tran-Thanh, L. (2016). Interactive scheduling of appliance usage in the home. In IJCAI International Joint Conference on Artificial Intelligence
Baarslag, T., Hadfi, R., Hindriks, K., Ito, T., & Jonker, C. (2016). Optimal non-adaptive concession strategies with incomplete information. In K. Fujita, V. Robu, N. Fukuta, M. Zhang, & T. Ito (Eds.), Recent Advances in Agent-based Complex Automated Negotiation (pp. 39-54). (Studies in Computational Intelligence; Vol. 638). Springer-Verlag. https://doi.org/10.1007/978-3-319-30307-9_3
Baarslag, T., Gerding, E., Aydogan, R., & schraefel, M. C. (2016). Optimal negotiation decision functions in time-sensitive domains. In Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015 https://doi.org/10.1109/WI-IAT.2015.161
Baarslag, T., Hendrikx, M. J. C., Hindriks, K. V., & Jonker, C. M. (2016). Learning about the opponent in automated bilateral negotiation: a comprehensive survey of opponent modeling techniques. Autonomous Agents and Multi-Agent Systems. https://doi.org/10.1007/s10458-015-9309-1
2011
Baarslag, T., Hindriks, K., & Jonker, C. (2011). Acceptance Conditions in Automated Negotiation. Belgian/Netherlands Artificial Intelligence Conference.