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1993 …2026

Research activity per year

Personal profile

Research interests

My academic research spans areas such as classical and decision-theoretic planning and decision-making, preference modeling, robotics, reinforcement learning, and multi-agent and distributed planning. My consulting work involves business process automation and integration, real-time event monitoring and analysis, user interfaces for e-commerce, algorithms for autonomous exploration for NASA's rovers, satellite mission scheduling, and real-time decision-making. 

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Dive into the research topics where Ronen Brafman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years

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  • Factored planning in partially observable and deterministic multi-agent domains

    Shekhar, S., Brafman, R. I. & Shani, G., 1 Jun 2026, In: Artificial Intelligence. 355, 104515.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Solving Dec-POMDPs as POMDPs Using Imitation Learning

    Keller, R. & Brafman, R. I., 1 Jan 2026, PRIMA 2025: Principles and Practice of Multi-Agent Systems - 26th International Conference, Proceedings. Dima, C., Ferrando, A. & Malvone, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 117-132 16 p. (Lecture Notes in Computer Science; vol. 16366 LNAI).

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

  • TRUST-CUA: Trustworthy Computer-Using Generalist Agents for Intelligent User Interfaces (Workshop)

    Li, T. J. J., Shlomov, S., Deng, X., Brafman, R., Yaeli, A. & Wang, Z., 22 Mar 2026, Companion Proceedings of the 31st International Conference on Intelligent User Interfaces, IUI 2026 Companion. Association for Computing Machinery, p. 264-267 4 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

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

    Open Access
  • Visual Language State Machine Robot

    Goldsztejn, E., Suissa, D. R. & Brafman, R., 1 Jan 2026, Proceedings of the 18th International Conference on Agents and Artificial Intelligence. Rocha, A. P., Wahde, M. & van den Herik, H. J. (eds.). Science and Technology Publications, Lda, p. 354-361 8 p. (International Conference on Agents and Artificial Intelligence; vol. 1).

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

  • Model-based AI planning and execution platforms for robotics

    Wertheim, O. & Brafman, R. I., 1 Sep 2025, In: AI Magazine. 46, 3, e70034.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Online Planning in MDPs with Stochastic Durative Actions

    Berman, T., Brafman, R. I. & Karpas, E., 1 Jan 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 8465-8473 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

    Open Access
  • PTDRLHF: Parameter Tuning Using Deep Reinforcement Learning with Human Feedback

    Goldsztejn, E., Suissa, D. R. & Brafman, R., 1 Jan 2025, Proceedings - 2025 IEEE 37th International Conference on Tools with Artificial Intelligence, ICTAI 2025. Institute of Electrical and Electronics Engineers, p. 263-269 7 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

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

  • Plug'n Play Task-Level Autonomy for Robotics Using POMDPs and Probabilistic Programs

    Wertheim, O., Suissa, D. R. & Brafman, R. I., 1 Jan 2024, In: IEEE Robotics and Automation Letters. 9, 1, p. 587-594 8 p.

    Research output: Contribution to journalArticlepeer-review

    1 Scopus citations
  • Regular decision processes

    Brafman, R. I. & De Giacomo, G., 1 Jun 2024, In: Artificial Intelligence. 331, 104113.

    Research output: Contribution to journalArticlepeer-review

    5 Scopus citations
  • Probabilistic Programs as an Action Description Language

    Brafman, R. I., Tolpin, D. & Wertheim, O., 27 Jun 2023, AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 15351-15358 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

    Open Access
    8 Scopus citations