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Research interests

Short Bio
Professor Sarit Kraus is a Professor of Computer Science and Dean of the faculty of Exact Sciences, at Bar-Ilan University. Her research is focused on intelligent agents and multi-agent systems (including people and robots).

Kraus was awarded the IJCAI Computers and Thought Award and the IJCAI Research Excellence Award, ACM SIGART Agents Research award, ACM Athena Lecturer, the EMET prize and was twice the winner of the IFAAMAS influential paper award. She is AAAI, ECCAI and ACM fellow and a recipient of the advanced ERC grant. She is a member of The Israel Academy of Sciences and Humanities.

Research Interests
My main research interest in Artificial Intelligence and in particular Multi-agent systems. I focus on understanding how we can best create intelligent agents that can interact proficiently with people. We study both cooperative and conflicting scenarios. I consider modeling human behavior and predicting their decisions to be necessary for facing these challenges, as well as the development of formal models for the agent’s decision-making. Thus, my research studies build on methods and algorithms from Machine Learning, Decision Theory and Game Theory, non-classical logic, optimization under uncertainty and psychology.

My application domains have included physical security, intelligent cars, human training, recommendation systems, automated negotiations and mediation, virtual humans and rehabilitation. Planning Non-monotonous explanations from knowledge bases

Education/Academic qualification

PhD, Hebrew University of Jerusalem

Oct 1984 → Jun 1988

Award Date: 30 Jun 1988

Master, Hebrew University of Jerusalem

Oct 1982 → Jun 1983

Award Date: 30 Jun 1983

Bachelor, Hebrew University of Jerusalem

Oct 1979 → Jun 1982

Award Date: 30 Jun 1982

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  • Coalition Tactics: Bribery and Control in Parliamentary Elections

    Barr, H., Hartman, E., Aumann, Y. & Kraus, S., 24 May 2026, AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. p. 3217-3219 3 p. (AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • EvoGrad: Evolutionary-Weighted Gradient and Hessian Learning for Black-Box Optimization

    Kfir, Y., Sarafian, E., Louzoun, Y. & Kraus, S., 1 Jan 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 43 ed. p. 36991-36999 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 43).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • Explaining Decentralized Multi-Agent Reinforcement Learning Policies

    Boggess, K., Kraus, S. & Feng, L., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 21 ed. p. 17357-17365 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 21).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • Learning to Advise Human-Multi-Drone Teams

    Barr, H., Levy, D., Maksimov, O. & Kraus, S., 2026, (Accepted/In press) In: IEEE Intelligent Systems.

    Bar-Ilan University

    Research output: Contribution to journal › Article › peer-review

  • Robustness of Stable Matchings When Attributes and Salience Determine Preferences

    Ronen, A., Ravi, S. S. & Kraus, S., 24 May 2026, AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. p. 1473-1481 9 p. (AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems).

    Bar-Ilan University

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review