Kobi Gal

Ya'akov (Kobi) Gal  
Department of Information Systems Engineering
Faculty of Engineering Sciences
Ben-Gurion University of the Negev

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I am also affiliated with the School of Engineering and Applied Sciences at Harvard University
 research | teaching | contact | personal
 
My work investigates the design and analysis of computer agents that can make good decisions when they interact with other people, and with other computer agents, in domains such as negotiation, game playing, and education. I am a participant in the Colored Trails project, a general test bed for investigating human-computer decision-making. My C.V. can be found here.

The Artificial Intelligence Group (AIRG) at BGU.

I am looking for motivated  students who are interested in pursuing graduate studies in the topic of human-computer negotiation (see this link for a description in Hebrew).

Current Graduate Students:

Past Graduate Students:

Publications:

Book Chapters:

  1. Michele Joy Gelfand and Ya'akov Gal. (forthcoming). The brave new negotiating world: Challenges and opportunities. In B. Goldman & D. Shapiro (Eds.) The psychology of negotiations in the21st Century Workplace. SIOP Frontiers Book, Routledge.

Journal Papers:

  1. Ofra Amir, David Rand and  Ya'akov Gal. Economic games on the Internet: the effect of $1 stakes. PLoS ONE. [to appear]
  2. Sohan D’souza, Ya’akov Gal, Philippe Pasquier, Sherief Abdallah, and Iyad Rahwan. Reasoning about Goal Revelation in Human Negotiation. IEEE Transactions on Intelligent Systems. [to appear] [bib]
  3. Ya'akov Gal, Swapna Reddy, Stuart Shieber, Andee Rubin and Barbara Grosz. Plan Recognition in Exploratory Domains. Artificial Intelligence Journal (AIJ) 176(1):2270--2290, 2012. [DOI]
  4. Arlette van Wissen, Ya'akov Gal, Bart Kamphorst, Virginia Dignum. Human-Agent Team Formation in Dynamic Environments. Computers in Human Behavior 28:23-33, 2012. [DOI]
  5. Ya'akov Gal, Sarit Kraus, Michele Gelfand, Hilal Khashan, Elizabeth Salmon. Negotiating with People across Cultures using an Adaptive Agent. ACM Transactions on Intelligent Systems and Technology  3(1),  Article 8, 2011. [DOI]
  6. Ya'akov Gal, Barbara Grosz, Sarit Kraus, Avi Pfeffer and Stuart Shieber. Agent Decision-Making in Open Mixed Networks, Artificial Intelligence Journal (AIJ) 174(18):1460-1480, 2010. [DOI] [pdf]
  7. Ya'akov Gal and Avi Pfeffer Networks of Influence Diagrams: Reasoning About Agents' Beliefs and Decision-Making Processes Journal of Artificial Intelligence Research (JAIR) 33:109-147, 2008.  [pdf]
  8. Meirav Hadad, Sarit Kraus, Ya'akov Gal and Raz Lin Temporal Reasoning for a Collaborative Planning Agent in a Dynamic Environment, Annals of Mathematics and Artificial Intelligence 37(4): 331-379, 2003. [Postscript ] [gzipped Postscript]

Conference Papers:

  1. Galit Haim, Ya'akov Gal, Sarit Kraus and Michele J. Gelfand.  A Cultural Sensitive Agent for Human-Computer Negotiation. Tenth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Valencia Spain, June 2012.
  2. Ofra Amir and Ya'akov Gal. Plan Recognition in Virtual Laboratories. International Joint Conference on Artificial Intelligence  (IJCAI). Barcelona, Spain, July 2011. [video]
  3. Steven de Jong, Daniel Hennes, Ya'akov Gal, Karl Tuyls. Meta-Strategies in the Colored Trails Game. Ninth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Taipei, Taiwan, May 2011. [pdf] [presentation]
  4. Noam Peled, Ya'akov Gal, Sarit Kraus. A Study of Computational and Human Strategies in Revelation Games. Ninth International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Taipei, Taiwan, May 2011. [pdf]
  5. Raz Lin, Sarit Kraus, Yinon Oshrat and Ya'akov Gal. Facilitating the Evaluation of Automated Negotiators using Peer Designed Agents. National Conference on Artificial Intelligence (AAAI), Atlanta GA, July 2010. [pdf]
  6. Ece Kamar, Ya'akov Gal and Barbara Grosz. Modeling User Perception of Interaction Opportunities for Effective Teamwork. Symposium on Social Intelligence and Networking.  IEEE Conference on Social Computing. August 2009, Vancouver, British Columbia. [pdf]
  7. Philip Hendrix, Ya'akov Gal, Avi Pfeffer. Using Hierarchical Bayesian Models to Learn about Reputation. Symposium on Social Intelligence and Networking.  IEEE Conference on Social Computing. August 2009, Vancouver, British Columbia. [pdf]
  8. Ece Kamar, Ya'akov Gal and Barbara Grosz. Incorporating Helpful Behavior into Collaborative Planning.  Seventh International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Budapest, Hungary, May 2009.  [pdf]
  9. Philip Hendrix, Ya'akov Gal and Avi Pfeffer.  Learning Whom to Trust: Using Graphical Models for Learning about Information Providers. Seventh International Conference on Autonomous Agents and Multi-Agent  Systems, (AAMAS) Budapest, Hungary, May 2009 (Short Paper).  [pdf]
  10. Ya'akov Gal, Sohan D'souza, Philippe Pasquier, Iyad Rahwan and Sherief Abdallah. The Effects of Goal Revelation on Computer-Mediated Negotiation. Proceedings of the Annual Meeting of the Cognitive Science Society (CogSci), Amsterdam, the Netherlands, July 2009. [pdf] [presentation]
  11. Swapna Reddy, Ya'akov Gal and Stuart Shieber. Recognition of Users' Activities using Constraint  Satisfaction.  Proceedings of the Seventeenth international conference on User Modeling, Adaptation and Personalization. Trento, Italy, June 2009. [pdf]
  12. Ya'akov Gal, Elif Yamangil, Andee Rubin, Stuart Shieber and Barbara J. Grosz. Towards Collaborative Intelligent Tutors: Automated Recognition of Users' Strategies  Proceedings of the Ninth International Conference on Intelligent Tutoring Systems (ITS), Montreal, Quebec, June 2008. [pdf] [presentation]
  13. Ya'akov Gal, Barbara J. Grosz, Avi Pfeffer and Stuart Shieber The Influence of Task Contexts on the Decision-making of Humans and Computers  Proceedings of the Sixth International Interdisciplinary Conference on Modeling and Using Context (CONTEXT), Roskilde University, Denmark, August 2007. [pdf] [presentation]
  14. Ya'akov Gal and Avi Pfeffer Modeling Reciprocity in Human Bilateral Negotiation National Conference on Artificial Intelligence (AAAI),Vancouver, British Columbia, July 2007. [pdf][presentation]
  15. Avi Pfeffer and Ya'akov Gal On Reasoning Processes in Games National Conference on Artificial Intelligence (AAAI),Vancouver, British Columbia, July 2007. [pdf]
  16. Ya'akov Gal and Avi Pfeffer Predicting People's Bidding Behavior in Negotiation Fifth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Hakodate, Japan, May 2006. [pdf]
  17. Shavit Talman, Ya'akov Gal, Meirav Hadad and Sarit Kraus Adapting to Agents' Personalities in Negotiation Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Utrecht, the Netherlands, July 2005. [postscript] [pdf] [presentation]
  18. Ya'akov Gal, Avi Pfeffer, Francesca Marzo, Barbara J. Grosz Learning Social Preferences in Games National Conference on Artificial Intelligence (AAAI), San Jose, California, July 2004. [pdf] [presentation]
  19. Francesca Marzo, Ya'akov Gal,  Barbara Grosz  and Avi Pfeffer Social Preferences in Relational Contexts  IV Conference in Collective Intentionality. Siena. Italy, October 2004 [pdf] 
  20. Ya'akov Gal, Avi Pfeffer Reasoning about Rationality and Beliefs Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), New York, July 2004. [postscript] [pdf] [presentation]
  21. Ya'akov Gal and Avi Pfeffer A Language for Modeling Agents' Decision Making Processes in Games  Second International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Melbourne Australia, July 2003. (Best Student Paper award nominee) [Postscript] [pdf] [presentation]

Workshops:

  1. Galit Haim, Ya'akov Gal, Sarit Kraus and Yael Blumberg, Learning Human Negotiation Behavior Across Cultures.   Second International Working Conference on Human Factors and Computational Models in Negotiation.    (HuCom @ GDN 2010) [pdf]
  2. Ya'akov Gal, Rajesh Kasturirangen, Avi Pfeffer and Whitman Richards.  How Tacit Knowledge Guides Action.  Workshop on Naturally-Inspired Artificial Intelligence, AAAI 2008 Fall Symposium Series, Arlington, VA, November 2008.  [pdf]
  3. Ya'akov Gal, Barbara Grosz, Sarit Kraus, Avi Pfeffer and Stuart Shieber Colored Trails: a Formalism for Investigating Decision-making in Strategic Environments IJCAI 2005 Workshop on Reasoning, Representation, and Learning in Computer Games [pdf] [poster]
  4. Marco Carbone, Ya'akov Gal, Stuart Shieber and Barbara Grosz Unifying Annotated Discourse Hierarchies to create a Gold Standard Special Interest Group on Discourse and Dialogue (SIGdial), Cambridge, MA, May 2004 [postscript] [pdf]
  5. Ya'akov Gal and Avi Pfeffer A Language for Opponent Modeling in Repeated Games AAMAS03 Game theoretic workshop [Postscript] [pdf] [presentation]
  6. Ya'akov Gal An HMM Approach to Vowel Restoration in Hebrew and Arabic ACL 02 Semitic Language Workshop [Postsctipt ] [pdf]

Doctorate Thesis