All Publications (sorted by year)

• S. Maleki, T. Rahwan, S. Ghosh, A. Malibari, D. Alghazzawi, A. Rogers, H. Beigy, N. Jennings (2020). “The Shapley Value for a Fair Division of Group Discounts for Coordinating Cooling Loads”. PLOS ONE. Publisher: Public Library of Science.

​

• M. Waniek, T. Michalak, T. Rahwan (2020). “Hiding in Multilayer Networks”. In Proceedings of the 34th AAAI Conference on Artificial Intelligence, in New York, USA. Acceptance rate 21%.

​

• T. Wąs, M. Waniek, T. Rahwan, T. Michalak (2020). "The Manipulability of Centrality Measures - An Axiomatic Approach”. In Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Auckland, New Zealand. Acceptance rate 23%.

​

• F. Ishowo-Oloko, J. Bonnefon, Z. Soroye, J. Crandall, I. Rahwan, T. Rahwan (2019). "Behavioural Evidence for a Transparency-Efficiency Tradeoff in Human-Machine Cooperation" Nature Machine Intelligence. Publisher: Nature Research, 1(11), 517-521. The paper made the cover of the November issue.

​

• M. Waniek, K. Zhou, Y. Vorobeychik, E. Moro, T. Michalak, T. Rahwan (2019). "How to Hide One’s Relationships from Link Prediction Algorithms". Scientific Reports. Publisher: Nature Research. Media coverage: El País Technología.

​

• B. AlShebli, O.Skibski, M. Wooldridge, T. Michalak, T. Rahwan (2019). "A Measure of Added Value in Groups". ACM Transactions on Autonomous and Adaptive Systems. 13(4), 18. Publisher: ACM (Association for Computing Machinery).

​

• O. Skibski, T. Rahwan, T. Michalak, M. Yokoo (2019). "Attachment Centrality: Measure for Connectivity in Networks"​. Artificial Intelligence. 274. Pages 151--179. Publisher: Elsevier.

​

• O. Skibski, T. Rahwan, T. Michalak, M. Wooldridge (2019). “Enumerating Connected Subgraphs and Computing the Myerson and Shapley Values in Graph-restricted Games”. ACM Transactions on Intelligent Systems and Technology. 10(2), 15. Publisher: ACM (Association for Computing Machinery). The appendix is available here.

​

• G. Raman, J. Peng, T. Rahwan (2019). "Manipulating Residents' Behavior to Attack the Urban Power Distribution System". IEEE Transactions on Industrial Informatics, 15(10), 5575-5587. Publisher: IEEE.

​​

• T. Was, T. Rahwan, O. Skibski (2019). "Random Walk Decay Centrality". In Proceedings of the 33rd AAAI Conference on Artificial Intelligence, in Honolulu, Hawaii, USA. Acceptance rate 16%.

​​

• K. Zhou, T. Michalak, M. Waniek, T. Rahwan, Y. Vorobeychik (2019). "Attacking Similarity-Based Link Prediction in Social Networks". In Proceedings of the 18th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Montreal, Canada. Acceptance rate 24%.

​

• B. AlShebli, T. Rahwan, W. Woon (2018). “The Preeminence of Ethnic Diversity in Scientific Collaborations”. Nature Communications. Publisher: Nature Research. Media coverage: Nature News, Physics World. 

​

• M. Waniek, T. Michalak, M. Wooldridge, T. Rahwan (2018). "Hiding Individuals and Communities in a Social Network". Nature Human Behaviour. Publisher: Nature Research. Selected media coverage: Vice's Motherboard.​

​

• O. Skibski, T. Michalak, T. Rahwan (2018). “Axiomatic Characterization of Game-Theoretic Centrality”. Journal of Artificial Intelligence Research. 62. Pages: 33-68. Publisher: AAAI (Association for the Advancement of Artificial Intelligence).

​

• L. Kotthoff, T. Michalak, T. Rahwan, H. Hoos, K. Leyton-Brown (2018). “Quantifying Algorithmic Improvements over Time”. In Proceedings of the 27th International Joint Conference on Artificial Intelligence IJCAI (Special Track on the Evolution of the Contours of AI), in Stockholm, Sweden. Acceptance rate 23%.

​

• M. Oudah, T. Rahwan, T. Crandall, J. Crandall (2018). "How AI Wins Friends and Influences People in Repeated Games with Cheap Talk". In Proceedings of the 32nd AAAI Conference on Artificial Intelligence, in New Orleans, USA. Acceptance rate 25%.

​

• M. Aftab, C. Chen, C. Chau, T. Rahwan (2017). “Automatic HVAC control with real-time occupancy recognition and simulation-guided model predictive control in low-cost embedded system”. Energy and Buildings. Volume: 154. Pages: 141--156. Publisher: Elsevier.

​

• F. Jahedpari, T. Rahwan, S. Hashemi, T. Michalak, M. De Vos, J. Padget, W. L. Woon (2017). “Online Prediction via Artificial Continuous Prediction Markets”. IEEE Intelligent Systems. 32(1). Pages 61--68. Publisher: IEEE.

​

• T. Michalak, T. Rahwan, M. Wooldridge (2017). “Strategic Social Network Analysis”. In Proceedings of the 31st AAAI Conference on Artificial Intelligence, in San Francisco, USA. Senior Member track. According to the conference’s website:

​

• The Senior Member track is “open to researchers who have acquired an international recognition, and have established a significant publication record of [Artificial Intelligence]-related research”, to present a “well-developed body of research, an important new research area, or a promising new topic". 

​

• O. Skibski, T. Rahwan, T. Michalak (2017). “Axiomatic Characterization of Game-Theoretic Network Centralities”. In Proceedings of the 31st AAAI Conference on Artificial Intelligence, in San Francisco, USA. Acceptance rate 25%.

​

• M. Waniek, T. Michalak, T. Rahwan, M. Wooldridge (2017). “On the Construction of Covert Networks”. In Proceedings of the 16th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Sao Paulo, Brazil. Acceptance rate 26%.

​​

• T. Michalak, T. Rahwan, E. Elkind, M. Wooldridge, N. R. Jennings (2016). “A Hybrid Exact Algorithm for Complete Set Partitioning”. Artificial Intelligence. 230. Pages 14--40. Publisher: Elsevier.

​

• P. Szczepanski, T. Michalak, T. Rahwan (2016). “Efficient Algorithms for Game-Theoretic Betweenness Centrality”. Artificial Intelligence. 231. Pages 39--63. Publisher: Elsevier.

​

• O. Skibski, T. Rahwan, T. Michalak, M. Yokoo (2016). “Attachment Centrality: An Axiomatic Approach to Connectivity in Networks”. In Proceedings of the 15th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Singapore. Acceptance rate 25%.

​

• M. Tarkowski, P. Szczepanski, T. Rahwan, T. Michalak, M. Wooldridge (2016). “Closeness Centrality for Networks with Overlapping Community Structure”. In Proceedings of the 30th AAAI Conference on Artificial Intelligence, in Phoenix, USA. Acceptance rate 26%.

​

• A. Frechette, L. Kotthoff, T. Michalak, T. Rahwan, H. Hoos, K. Leyton-Brown (2016). “Using the Shapley Value to Analyze Algorithm Portfolios”. In Proceedings of the 30th AAAI Conference on Artificial Intelligence, in Phoenix, USA. Acceptance rate 26%.

​

• P. Szczepanski, T. Rahwan, T. Michalak, M. Wooldridge (2016). “An Extension of the Owen-Value interaction index and Its Application to Inter-links Prediction”. In Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI) in The Hague, Netherlands. Acceptance rate 27%.

​

• T. Rahwan, T. Michalak, M. Wooldridge, N. R. Jennings (2015). “Coalition Structure Generation: A Survey”. Artificial Intelligence. 229. Pages 139--174. Publisher: Elsevier.

​

• T. Michalak, T. Rahwan, O. Skibski, M. Wooldridge (2015). “Defeating Terrorist Networks with Game Theory”. IEEE Intelligent Systems. 30(1). Pages 53--61. Publisher: IEEE Computer Society.

​

• T. Michalak, T. Rahwan, S. Moretti, R. Narayanam, O. Skibski, P. Szczepankski, M. Wooldridge (2015). “A New Approach to Measure Social Capital using Game-Theoretic Techniques”. ACM SIGECOM Exchanges (the ACM Special Interest Group on E-commerce). 14(1). Publisher: ACM (the Association for Computing Machinery).

​

• P. Szczepanski, T. Michalak, T. Rahwan (2015). “The Game-Theoretic Interaction Index on Social Networks with Applications to Link Prediction and Community Detection”. In Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI) in Buenos Aires, Argentina. Acceptance rate 29%.

​

• M. Waniek, A. Niescieruk, T. Michalak, T. Rahwan (2015). “Spiteful Bidding in the Dollar Auction”. In Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI) in Buenos Aires, Argentina. Acceptance rate 29%.

​

• T. Michalak, P. Szczepanski, T. Rahwan, A. Chrobak, S. Branzei, M. Wooldridge, N. R. Jennings (2014). “Implementation and Computation of a Value for Generalized Characteristic Function Games”. ACM Transactions on Economics and Computation. 2, 4. Pages 16:1--16:35. Publisher: ACM (the Association for Computing Machinery).

​

• O. Skibski, T. Michalak, T. Rahwan, M. Wooldridge (2014). “Algorithms for the Shapley and Myerson values in Graph-Restricted Games”. Proceedings of the 13th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Paris, France. 197-204. Acceptance rate 24%.

​

• K. Pawlowski, K. Kurach, K. Svensson, S. Ramchurn, T. Michalak, T. Rahwan (2014). “Coalition Structure Generation with the Graphics Processing Unit”. In Proceedings of the 13th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Paris, France. 293-300. Acceptance rate 24%.

​

• T. Rahwan, T-D Nguyen, T. Michalak, M. Polukarov, M. Croitoru, N. R. Jennings (2013). “Coalitional Games via Network Flows”. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI) in Beijing, China. Acceptance rate 28%.

​

• T. Michalak, T. Rahwan, P. Szczepanski, O. Skibski, R. Narayanam, M. Wooldridge, N. R. Jennings (2013). “Computational Analysis of Connectivity Games with Applications to the Investigation of Terrorist Networks”. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI) in Beijing, China. Acceptance rate 28%.

​

• L. Tran-Thanh, T-D Nguyen, T. Rahwan, A. Rogers, N. R. Jennings (2013). “An Efficient Vector-based Representation for Coalitional Games”. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI) in Beijing, China. Acceptance rate 28%.

​

• S. Brânzei, T. Michalak, T. Rahwan, K. Larson, N. R. Jennings (2013). “Matchings with Externalities and Attitudes”. In Proceedings of the 12th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Minnesota, USA. Acceptance rate 23%.

​

• S. Ramchurn, M. Osborne, O. Parson, S. Maleki, T. Rahwan, TD. Huynh, S. Reece, M. Alam, J. Fischer, G. Hines, E. Costanza, L. Moreau, T. Rodden (2013). “AgentSwitch: Smart Energy Tariff Selection using Agent Technology”. In Proceedings of the 12th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Minnesota, USA. Acceptance rate 23%.

​

• T. Rahwan, T. Michalak, M. Wooldridge, N. R. Jennings (2012). “Anytime Coalition Structure Generation in Multi-Agent Systems with Positive or Negative Externalities”. Artificial Intelligence. 186, Pages 95--122. Publisher: Elsevier.

​

• Edith Elkind, T. Rahwan, and N. R. Jennings (2012). “Computational Coalition Formation”. Chapter 8 in Multagent Systems (2nd Edition). Pages 329—380. Publisher: MIT press.

​​

• T. Rahwan, T. Michalak, N. R. Jennings (2012). “A Hybrid Algorithm for Coalition Structure Generation”. In Proceedings of the 26th AAAI Conference on Artificial Intelligence, in Toronto, Canada. Acceptance rate 26%.

​

• P. Szczepanski, T. Michalak, T. Rahwan (2012). “A New Approach to Betweenness Centrality based on the Shapley Value”. In Proceedings of the 11th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Barcelona, Spain. Acceptance rate 20%.

​

• G. Hines, T. Rahwan, N. R. Jennings (2012). “An Anytime Algorithm for Finding the e–Core in Nontransferable Utility Coalitional Games”. In Proceedings of the 20th European Conference on Artificial Intelligence (ECAI) in Montpellier, France. Acceptance rate 28%.

​

• T. Rahwan, T. Michalak, N. R. Jennings (2011). “Minimum Search to Establish Worst-Case Guarantees in Coalition Structure Generation”. In Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI) in Barcelona, Spain. Acceptance rate 17%.

​

• T. Rahwan, T. Michalak, E. Elkind, P. Faliszewski, J. Sroka, M. Wooldridge, N. R. Jennings (2011). “Constrained Coalition Formation”. In Proceedings of the 25th AAAI Conference on Artificial Intelligence, in San Francisco, USA. Acceptance rate 25%.

​

• T. Michalak, T. Rahwan, D. Marciniak, M. Szamotulski, N. R. Jennings (2010). “Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities”. In Proceedings of the 19th European Conference on Artificial Intelligence (ECAI) in Lisbon, Portugal. Acceptance rate 20%.

​

• T. Michalak, J. Sroka, T. Rahwan, M. Wooldridge, P. McBurney, N. R. Jennings (2010). “A distributed algorithm for anytime coalition structure generation”. In Proceedings of the 9th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Toronto, Canada, 1007-1014. Acceptance rate 24%.

​

• T. Michalak, D. Marciniak, M. Szamotulski, T. Rahwan, M. Wooldridge, P. McBurney, N. R. Jennings (2010). “A logic-based representation for coalitional games with externalities”. In Proceedings of the 9th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Toronto, Canada, 125-132. Acceptance rate 24%.  

​

• T. Rahwan, S. D. Ramchurn, A. Giovannucci, and N. R. Jennings (2009). “Anytime Algorithm for Optimal Coalition Structure Generation”. Journal of Artificial Intelligence Research. 34, Pages 521--567. Publisher: AAAI (Association for the Advancement of Artificial Intelligence).

​​

• T. Rahwan, T. Michalak, N. R. Jennings, M. Wooldridge, P. McBurney (2009). “Coalition Structure Generation in Multi-Agent Systems with Positive and Negative Externalities”. In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI) in Pasadena, USA. Pages 257--263. Acceptance rate 26%.

​

• T. Michalak, T. Rahwan, J. Sroka, A. Dowell, M. Wooldridge, P. PcBurney, N. R. Jennings (2009). “On Representing Coalitional Games with Externalities”. In Proceedings of the 10th ACM conference on Electronic Commerce (ACM-EC) in Stanford, USA. Pages 11--20. Acceptance rate 25%.

​

• T. Rahwan and N. R. Jennings (2008). “Coalition Structure Generation: Dynamic Programming Meets Anytime Optimization”. In Proceedings of the 23rd AAAI Conference on Artificial Intelligence, in Chicago, USA. Pages 156--161. Acceptance rate 24%.

​

• T. Rahwan and N. R. Jennings (2008). “An Improved Dynamic Programming Algorithm for Coalition Structure Generation”. In Proceedings of the 7th international conference on Autonomous Agents and Multi-Agent Systems (AAMAS) in Estoril, Portugal. Pages 1417--1420.

​

• T. Rahwan (2007). “Algorithms for Coalition Formation in Multi-Agent Systems”. PhD Thesis. Published by the British Informatics Society, ISBN: 978-1906124144. Winner of the British Computer Society’s Distinguished Dissertation award, which annually recognizes the most outstanding PhD thesis in the UK in Computer Science.

​

• T. Rahwan and N. R. Jennings (2007). “An Algorithm for Distributing Coalitional Value Calculations among Cooperating Agents”. Artificial Intelligence. 171 (8-9). Pages 535--567. Publisher: Elsevier.

​​

• T. Rahwan, S. D. Ramchurn, A. Giovannucci, V. D. Dang, N. R. Jennings (2007). “Anytime Optimal Coalition Structure Generation”. In Proceedings of the 22nd AAAI Conference on Artificial Intelligence, in Vancouver, Canada. Pages 1184--1190. Acceptance rate 27%.

​

• T. Rahwan, S. D. Ramchurn, V. D. Dang, N. R. Jennings (2007) “Near-Optimal Anytime Coalition Structure Generation”. In Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI) in Hyderabad, India. Pages 2365--2371. Acceptance rate 16%.

​

• T. Rahwan and N. R. Jennings (2005). “Distributing Coalitional Value Calculations among Cooperating Agents”. In Proceedings of the 20th AAAI Conference on Artificial Intelligence, in Pittsburgh, USA. Pages 152--157. Acceptance rate 18%.

​

• T. Rahwan, T. Rahwan, I. Rahwan, R. Ashri (2004). “Agent-based Support for Mobile Users Using AgentSpeak(L)”. In volume 3030 of Agent-Oriented Information Systems, Springer-Verlag, Berlin, Germany. Pages 45--60.