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1994 …2025

Research activity per year

Personal profile

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities

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Collaborations and top research areas from the last five years

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  • Causal Explanations for Sequential Decision Making

    Nashed, S. B., Mahmud, S., Goldman, C. V. & Zilberstein, S., Jul 2025, In: Journal of Artificial Intelligence Research. 83, 17.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • The value of real-time automated explanations in stochastic planning

    Goldman, C. V., Bustin, R., Qi, W., Xing, Z., McPhearson-White, R. & Rogers, S., Jun 2025, In: Artificial Intelligence. 343, 104323.

    Research output: Contribution to journalArticlepeer-review

    1 Scopus citations
  • Structure and Reduction of MCTS for Explainable-AI

    Bustin, R. & Goldman, C. V., 16 Oct 2024, ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings. Endriss, U., Melo, F. S., Bach, K., Bugarin-Diz, A., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). IOS Press BV, p. 1246-1253 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).

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

    Open Access
  • Causal Explanations for Sequential Decision Making Under Uncertainty

    Nashed, S. B., Mahmud, S., Goldman, C. V. & Zilberstein, S., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2307-2309 3 p.

    Research output: Contribution to journalConference articlepeer-review

    6 Scopus citations
  • Estimating Causal Responsibility for Explaining Autonomous Behavior

    Mahmud, S., Nashed, S. B., Goldman, C. V. & Zilberstein, S., 2023, Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, Revised Selected Papers. Calvaresi, D., Najjar, A., Omicini, A., Carli, R., Ciatto, G., Aydogan, R., Mualla, Y. & Främling, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 78-94 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14127 LNAI).

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