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Personal profile

Research interests

I am an Associate Professor in the Department of Computer Science at Bar-Ilan University. I am also the head of the Intelligent Information Agents (IIA) group. I joined Bar-Ilan in Oct. 2007; before this I was a Post-Doc at Harvard University for two years, following several years in the Israeli hi-tech industry. I hold a B.Sc. in Industrial Engineering and an M.Sc. in Information Systems (both from Tel-Aviv University) and a Ph.D. in Computer Science from Bar-Ilan University. My research is primarily in the areas of artificial intelligence, autonomous systems and multi-agent systems, dealing with cooperation, economic paradigms and game theory, agent-based simulation, intelligent user interface and economic search. I am especially interested in the role that information plays in multi-agent settings, hence typically consider various types of environments, distinguished by the agent's goals (fully-cooperative or self-interested) and design (fully rational or bounded rational). Much of my work is based on optimization and game theory while other heavily relies on extensive experimentation with people (using platforms such as Amazon Mechanical Turk).

Research interests

I am an Associate Professor in the Department of Computer Science at Bar-Ilan University. I am also the head of the Intelligent Information Agents (IIA) group. I joined Bar-Ilan in Oct. 2007; before this I was a Post-Doc at Harvard University for two years, following several years in the Israeli hi-tech industry. I hold a B.Sc. in Industrial Engineering and an M.Sc. in Information Systems (both from Tel-Aviv University) and a Ph.D. in Computer Science from Bar-Ilan University. My research is primarily in the areas of artificial intelligence, autonomous systems and multi-agent systems, dealing with cooperation, economic paradigms and game theory, agent-based simulation, intelligent user interface and economic search. I am especially interested in the role that information plays in multi-agent settings, hence typically consider various types of environments, distinguished by the agent's goals (fully-cooperative or self-interested) and design (fully rational or bounded rational). Much of my work is based on optimization and game theory while other heavily relies on extensive experimentation with people (using platforms such as Amazon Mechanical Turk).

Education/Academic qualification

PhD, Bar-Ilan University

Oct 2002Sep 2005

Award Date: 30 Sep 2005

Master, Tel Aviv University

Oct 1997Sep 2002

Award Date: 30 Sep 2002

Bachelor, Tel Aviv University

Oct 1990Sep 1994

Award Date: 30 Sep 1994

Bar-Ilan University

Oct 2002Sep 2005

Oct 1997Sep 2002

Bachelor

Oct 1990Sep 1994

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  • Optimizing Decision Trees for Enhanced Human Comprehension

    Arbiv, R. C., Lovat, L., Rosenfeld, A. & Sarne, D., 2024, Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, 2023, Proceedings. Nowaczyk, S., Biecek, P., Chung, N. C., Vallati, M., Skruch, P., Jaworek-Korjakowska, J., Parkinson, S., Nikitas, A., Atzmüller, M., Kliegr, T., Schmid, U., Bobek, S., Lavrac, N., Peeters, M., van Dierendonck, R., Robben, S., Mercier-Laurent, E., Kayakutlu, G., Owoc, M. L., Mason, K., Wahid, A., Bruno, P., Calimeri, F., Cauteruccio, F., Terracina, G., Wolter, D., Leidner, J. L., Kohlhase, M. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 366-381 16 p. (Communications in Computer and Information Science; vol. 1947).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Satisfaction-Maximizing Optimal Stopping

    Koren, S. & Sarne, D., 28 Sep 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). IOS Press BV, p. 1324-1331 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Explainability in Mechanism Design: Recent Advances and the Road Ahead

    Suryanarayana, S. A., Sarne, D. & Kraus, S., 2022, Multi-Agent Systems - 19th European Conference, EUMAS 2022, Proceedings. Baumeister, D. & Rothe, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 364-382 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13442 LNAI).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Justifying Social-Choice Mechanism Outcome for Improving Participant Satisfaction

    Suryanarayana, S. A., Sarne, D. & Kraus, S., 2022, International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2022. p. 1246-1255 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Obtaining and Providing Partial Information in Binary Contests

    Simon, N., Levy, P. & Sarne, D., 2022, Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022. Zhao, J., Fan, Y., Bagheri, E., Fuhr, N. & Takasu, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 191-198 8 p. (Proceedings - 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2022).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review