Mor Vered

Personal profile

Research interests

My research interests lie in the interaction between humans and intelligent agents, where I work to incorporate lessons and inspirations from cognitive science, neuroscience and biology. I am a firm believer that only by focusing on interdisciplinary studies can we achieve results that can strongly impact human life. My PhD research focused on the field of intention recognition where I have been modeling Mirroring processes in agents in order to perform efficient, human inspired plan recognition. I have since then begun working on Explainable AI, generating explanations built on cognitive theories, considering that these explanations need to be consumed by people and therefore taking into account human situation awareness models. My research interests further include social human agent interaction, cognitive modeling and psychology.

Supervision interests

I am looking for enthusiastic, multidisciplinary oriented PhD candidates able to think outside the box and interested in the intersection between people and AI.

Education/Academic qualification

Computer Science, PhD, Bar-Ilan University

Keywords

Explainable AI
Plan Recognition

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Research Output 2013 2018

6 Conference Paper

Plan recognition in continuous domains

Kaminka, G. A., Vered, M. & Agmon, N., 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18 ): New Orleans, Louisiana USA — February 2–7, 2018. McIlraith, S. & Weinberger, K. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 6202-6210 9 p.

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

Open Access

File

Towards online goal recognition combining goal mirroring and landmarks: extended abstract

Vered, M., Pereira, R. F., Magnaguagno, M. C., Kaminka, G. A. & Meneguzzi, F., 2018, AAMAS’18 - Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems: July 10-15, 2018 Stockholm, Sweden. Dastani, M. & Sukthankar, G. (eds.). USA: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), 3 p.

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

Open Access

File

Heuristic online goal recognition in continuous domains

Vered, M. & Kaminka, G. A., 2017, IJCAI-17 - Proceedings of the 26th International Joint Conference on Artificial Intelligence, IJCAI 2017: Melbourne, Australia, 19–26 August 2017. Sierra, C. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 4447-4454 8 p.

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

Open Access

File

Online recognition of navigation goals through goal mirroring: (extended abstract)

Vered, M. & Kaminka, G. A., 2017, AAMAS '17 - Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems: São Paulo, Brazil — May 08 - 12, 2017. Larson, K., Winikoff, M., Das, S. & Durfee, E. (eds.). Richland SC USA: International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1748-1750 3 p.

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

Open Access

File

Online goal recognition through mirroring: humans and agents

Vered, M., Kaminka, G. A. & Biham, S., 2016, Fourth Annual Conference on Advances in Cognitive Systems: June 23-26, 2016, Evanston, Illinois. Forbus, K., Hinrichs, T. & Ost, C. (eds.). Kirkland WA USA: Cognitive Systems Foundation, 13 p. (Advances in Cognitive Systems).

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

Open Access

File