Prof. Claudia V. Goldman

Claudia V. Goldman is an Associate Professor in the Data Science Department at the Hebrew University Business School.

Goldman is an expert in artificial intelligence (AI), and her research focuses on the interactions between humans and AI algorithms, including intelligent agents, decision making under uncertainty algorithms, explainable AI and intuitive interfaces.

Prof. Goldman has worked in the high-tech industry for the last 18 years as a senior and staff researcher in General Motors R&D organization and as a CTO staff researcher and team leader in Samsung Technical Research Center. Previously, Prof. Goldman held research fellowship positions at the University of Haifa, the University of Massachusetts-Amherst (USA) and Bar Ilan University.

Her research focuses on responsible AI applied to human-machine interactions, specifically in the domain of AI for Social Good. During her graduate and postgraduate studies, Prof. Goldman studied how cooperative behaviors among intelligent agents can be computed, under either lack of access to information or uncertainty in the environment. During her tenure in the industry, Goldman’s work expanded to include the human-in-the-loop as in the following examples:

  • Recommendation systems: How can we develop an AI system that can recommend its users, which settings to change, to improve the efficiency of the system (for example saving energy consumption)? [IAAI 2014, AAMAS 2014, AI Magazine 2015]
  • Adaptive systems: How can an AI system learn to change its automated behavior from its users’ preferences and inputs to improve the user experience (for example, by reducing the number of manual interventions required for the interaction)? [ECAI 2016, HAI 2020].
  • Explainable AI systems: How can an AI system compute automated explanations for users, explaining the AI system behavior?
    • Smart Manufacturing [Smart Manufacturing, 2020 and Journal of Industrial Information Integration, 2023].
    • Explaining CNN predictions with semantics [IEEE IV ‘21]
    • ADAS/Mobility: Explaining planning decisions [IEEE IV 2022, 4th International Conference on Statistics, 2022; AAMAS 2023, ECAI 2024, and two journal papers under revision (2024)].

Her research has been published in AI related journals and conferences, IEEE journals related to transportation and decision making, and smart manufacturing journals; she also holds 67 patents (21 granted and 46 filed).

Prof. Goldman earned her Ph.D in Computer Science from the Hebrew University. She holds an M.Sc. and a B.Sc. in Computer Science from the Hebrew University.

Prof. Goldman will be teaching courses that will help students deepen their understanding about AI systems, automated decision-making and human-machine interactions (Human-centered AI, Responsible AI, and AI for Social Good), complementing their studies in Data Science.

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Publications

Journal Publications

  1. Claudia V. Goldman, Michael Baltaxe, Debejyo Chakraborty, Carlos Escobar Diaz and Jorge Arinez. 2023. Interpreting Learning Models in Manufacturing Processes: Towards Explainable AI Methods to Improve Trust in Classifier Predictions. Journal of Industrial Information Integration 2023 (33).
  1. Asaf Degani, Claudia V. Goldman, Omer Deutsch and Omer Tsimhoni. 2017. On Human-Machine Relations. Cognition, Technology and Work, Special Issue: Towards a Common Framework for Shared and Cooperative Control of Human and Machines. Springer. Cognition, Technology & Work, Volume 19, pages 211–231.
  2. Amos Azaria, Sarit Kraus, Claudia V. Goldman and Yaakov Gal. 2016. Strategic Advice Provision in Repeated Human-Agent Interactions. Journal of Autonomous Agents and Multiagent Systems, Special issue on Human-Agent Interaction. Volume 30, Issue 1, pp 4–29 . https://doi.org/10.1007/s10458-015-9284-6
  3. Amos Azaria, Ariel Rosenfeld, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. 2015. Advice Provision for Energy Saving in Automobile Climate Control Systems. AI Magazine. Volume 36:4, ppt. 61-72.
  4. Amos Azaria, Zinovi Rabinovich, Claudia V. Goldman and Sarit Kraus. 2015. Strategic Information Disclosure to People with Multiple Alternatives. ACM Transactions on Intelligent Systems and Technology. Volume 5 Issue 4. https://dl.acm.org/citation.cfm?id=2558397
  5. Avi Rosenfeld, Zevi Bareket, Claudia V. Goldman, Sarit Kraus, David J. LeBlanc and Omer Tsimhoni. 2015. Learning Driver’s Behavior to Improve Adaptive Cruise Control. Journal of Intelligent Transportation Systems. Volume 19: Issue 1. Published online Dec. 2014.
  6. Avi Rosenfeld, Zevi Bareket, Claudia V. Goldman, Sarit Kraus, David J. LeBlanc and Omer Tsimhoni. 2012. Towards Adapting Cars to Their Drivers. AI Magazine. Volume 33:4, ppt. 46-58.
  7. Meir Kalech, Sarit Kraus, Gal A. Kaminka and Claudia V. Goldman. 2011. Practical Voting Rules with Partial Information. Journal of Autonomous Agents and Multi-Agent Systems. Volume 22:151-182.
  8. Avi Rosenfeld, Claudia V. Goldman, Gal Kaminka and Sarit Kraus. 2009. PHIRST: A Distributed Architecture for P2P Information Retrieval. Information Systems Journal. 34:290-303, 2009. Elsevier Science Publisher.
  9. Claudia V. Goldman and Shlomo Zilberstein. 2008. Communication-based Decomposition Mechanism for Dec-MDPs. Journal of Artificial Intelligence Research (JAIR), Vol. 32, ppt. 169-202.
  10. Claudia V. Goldman, Martin Allen and Shlomo Zilberstein. 2007. Learning to Communicate in a Decentralized Environment. Journal of Autonomous Agents and Multi-Agent Systems, Vol. 15(1), ppt. 47-90. Springer.
  11. Raphen Becker, Shlomo Zilberstein, Victor Lesser and Claudia V. Goldman. 2004. Solving Transition-Independent Decentralized Markov Decision Processes. Journal of Artificial Intelligence Research (JAIR). Volume 22, pp. 423-455. AI Access Foundation.
  12. Claudia V. Goldman and Shlomo Zilberstein. 2004. Decentralized Control of Cooperative Systems: Categorization and Complexity Analysis. Journal of Artificial Intelligence Research (JAIR). Volume 22, pp. 143-174. AI Access Foundation.
  13. Claudia V. Goldman and Sarit Kraus. 2004. The Value of Temptation. Electronic Commerce Research Journal. Volume 4(4), pp. 415-454. Kluwer Academic Publishers.
  14. Claudia V. Goldman, Sarit Kraus and Onn Shehory. 2004. On Experimental Equilibria Strategies for Selecting Sellers and Satisfying Buyers. Decision Support Systems. Volume 38(3), pp. 329-346.
  15. Itai Yarom, Claudia V. Goldman and Jeffrey S. Rosenschein. November/December 2003, pp. 15-21. The Role of Middle-Agents in Electronic Commerce. IEEE Intelligent Systems, Special issue on Agents and Markets.
  16. Claudia V. Goldman, and Jeffrey Rosenschein. 2001. Evolutionary Patterns of Agent Organizations. IEEE Transactions on Systems, Man, and Cybernetics, Part A. Vol. 32:1, pp. 135-148.
  17. Claudia V. Goldman, Dan Gang, Daniel Lehmann, and Jeffrey S. Rosenschein. 1999. NetNeg: A Connectionist-Agent Integrated System for Representing Musical Knowledge. Annals of Mathematics and Artificial Intelligence, 25(1,2), pp.69-90.
  18. Claudia V. Goldman, Amir Langer and Jeffrey S. Rosenschein. 1997. Musag: An Agent that Learns What You Mean. Applied Artificial Intelligence, an International Journal 11(5), pp. 413-435, Special issue on Practical Applications of Intelligent Agents and Multi-Agent Technology, Best Papers Selected/invited. Extended version.

Conference Publications

  1. Ronit Bustin and Claudia V. Goldman. 2024. Structure and Reduction of MCTS for Explainable AI. Proceedings of the 27th European Conference on Artificial Intelligence. Santiago de Compostela, Spain.
  2. Fangda Zhang, Shannon Roberts and Claudia V. Goldman. 2023. How do People Prefer Ridesplitting? A Survey Study Focusing on Passenger, Matching and Trip. In 67th HFES International Meeting. 2023.
  3. Samer Nashed, Saad Mahmud, Shlomo Zilberstein and Claudia V. Goldman. 2023. Causal Explanations for Sequential Decision Making Under Uncertainty (Extended Abstract). Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems. London, UK. 29 May – 2 June 2023.
  4. Saaduddin Mahmud, Samer B. Nashed, Claudia V. Goldman, Shlomo Zilberstein. 2023. Estimating Causal Responsibility for Explaining Autonomous Behavior. EXTRAAMAS 2023: 78-94. Calvaresi, Davide (Ed.): International Workshop on Explainable and Transparent AI and Multi-Agent Systems (EXTRAAMAS), pp. 78–94, Springer, 2023.
  5. Claudia V. Goldman and Ronit Bustin. 2022. Trusting Explainable Autonomous Driving: Simulated Studies. Proceedings of the 33rd IEEE Intelligent Vehicle Symposium. Aachen, Germany. 5-9 June 2022.
  6. Ronit Bustin and Claudia V. Goldman. 2022. Mutual Information in the Analysis of Trust Gains from Subsets of Information. Fourth International Conference on Statistics: Theory and Applications (ICSTA’22). Prague, Czech Republic. 28-30 July 2022.
  7. Claudia V. Goldman and Michael Baltaxe. 2021. Why did you predict this class? The 32nd IEEE Intelligent Vehicle Symposium. 11-17 July 2021. Online.
  8. Claudia V. Goldman, Michael Baltaxe, Debejyo Chakraborty, Jorge Arinez. 2020. Explaining Learning Models in Manufacturing Processes. Proceedings of the International Conference on Industry 4.0 and Smart Manufacturing. Virtual. 23-25 November 2020. [chosen for extended submission at Journal of Industrial Information].
  9. Claudia V. Goldman, Albert Harounian, Ruben Mergui, Sarit Kraus. 2020. Adaptive Driving Agent. Proceedings of the 8th International Conference on Human-Agent Interaction, Sydney (virtual), Australia. 10-13th November. (Acceptance rate 38%).
  10. Sandhya Saisubramanian, Connor Basich, Shlomo Zilberstein, Claudia V. Goldman. 2019. Satisfying Social Preferences in Ridesharing Services. IEEE 22nd Intelligent Transportation Systems Conference (ITSC). New Zealand.
  11. Fangda Zhang, Shannon Roberts, Claudia V. Goldman. 2019. How do People Want Automated RideSplitting?: A Survey Study Measuring People’s Preference of Automated and Non-Automated RideSplitting. Proceedings of the 10th International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle Design. Santa Fe, New Mexico. June 24-27, 2019.
  12. Sandhya Saisubramanian, Connor Basich, Shlomo Zilberstein and Claudia V. Goldman. 2019. The Value of Incorporating Social Preferences in Dynamic Ridesharing. 29th International Conference on Automated Planning and Scheduling (Scheduling and Planning Applications Workshop). Berkeley, CA.
  13. Ariel Rosenfeld, Joseph Keshet, Claudia V. Goldman and Sarit Kraus. 2016. Online Prediction of Exponential Decay Time Series with Human-Agent Application. Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI). The Hague, NL, 29 August – 2 September 2016.

 

  1. Asaf Degani, Claudia V. Goldman, Omer Deutsch and Omer Tsimhoni. 2016. On Sensitivity and Holding in Automotive Systems: The Case of the Climate Control System. Human Factors and Ergonomics Society’s 60th Annual Meeting (HFES). Washington, DC. 19-23 September 2016.  Paper published, presentation by co-author.
  2. Avraham Shvartzon, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Joachim Meyer and Omer Tsimhoni. 2016. Personalized Alert Agent for Optimal User Performance. Proceedings of the 30th Conference on Artificial Intelligence (AAAI). Phoenix, AZ, US, 12-17 February 2016. (Acceptance rate 26%).
  3. Avraham Shvartzon, Amos Azaria, Sarit Kraus, Claudia V. Goldman, Joachim Meyer and Omer Tsimhoni. 2015. Worth Fixing: Personalizing Maintenance and Alerts for Optimal Performance (extended abstract). Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). Istanbul, Turkey, 4-8 May 2015.
  4. Ariel Rosenfeld, Amos Azaria, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. 2015. Adaptive Advice in Automobile Climate Control Systems (full paper). Proceedings of the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). Istanbul, Turkey, 4-8 May 2015.
  5. Ariel Rosenfeld, Amos Azaria, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. 2015. Adaptive Advice in Automobile Climate Control Systems. Workshop on Artificial Intelligence for Transportation (WAIT-15) at the 29th Conference on Artificial Intelligence (AAAI). Austin, Texas. 25-30 January, 2015.
  6. Amos Azaria, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. 2014. Advice Provision for Energy Saving in Automobile Climate Control Systems. Proceedings of the 13th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). Paris, France, 5-9 May 2014. (Acceptance rate 23%).
  7. Amos Azaria, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. Advice Provision for Energy Saving in Automobile Climate Control Systems. 2014. Proceedings of the 26th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI). Quebec-city, Quebec, Canada, 27-31 July 2014.
  8. Luis Pineda, Yi Lu, Shlomo Zilberstein and Claudia V. Goldman. 2013. Fault-Tolerant Planning under Uncertainty. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI). Beijing, China, 3-9 August 2013.  (Acceptance rate 28%).
  9. Claudia V. Goldman and Asaf Degani. 2012. A Team Oriented Framework for Human-Automation Interaction: Implications for the Design of an Advanced Cruise Control System. Human Factors and Ergonomics Society’s 56th Annual Meeting (HFES). Boston, MA. 22-26 October 2012.
  10. Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Ya’akov Gal. 2012. Strategic Advice Provision in Repeated Human-Agent Interactions. Proceedings of the 26th National Conference on AI (AAAI 2012). Toronto, Canada. 22-26 July 2012. (Acceptance rate 26%).
  11. Avi Rosenfeld, Zevi Bareket, Claudia V. Goldman, Sarit Kraus, David J. LeBlanc and Omer Tsimhoni. 2012. Learning Driver’s Behavior to Improve the Acceptance of Adaptive Cruise Control. Proceedings of the 24th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI 2012). Toronto, Canada. 22-26 July 2012.
  12. Amos Azaria, Zinovi Rabinovich, Sarit Kraus and Claudia V. Goldman. 2012. Giving Advice to People in Path Selection Problems. Proceedings of the 11th International Conference on Autonomous Agents and Multi-agent Systems.  Valencia, Spain. 4-8 June 2012. (Acceptance rate 20%).
  13. Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Ya’akov Gal. 2012. Strategic Advice Provision in Repeated Human-Agent Interactions. Human Machine Interactions, Design and Models Workshop at the 11th International Conference on Autonomous Agents and Multi-agent Systems.  Valencia, Spain. 4-8 June 2012.
  14. Avi Rosenfeld, Zevi Bareket, Claudia V. Goldman, Sarit Kraus, David J. LeBlanc and Omer Tsimhoni. 2012. Using Driver Type to Better Predict Driver’s Adaptive Cruise Control Settings. Human Machine Interactions, Design and Models Workshop at the 11th International Conference on Autonomous Agents and Multiagent Systems.  Valencia, Spain. 4-8 June 2012.
  15. Avi Rosenfeld, Zevi Bareket, Claudia V. Goldman, Sarit Kraus, David J. LeBlanc and Omer Tsimhoni. 2012. Learning Driver’s Behavior to Improve Adaptive Cruise Control. Agents in Traffic and Transportation Workshop at the 11th International Conference on Autonomous Agents and Multi-agent Systems.  Valencia, Spain. 4-8 June 2012.
  16. Amos Azaria, Zinovi Rabinovich, Sarit Kraus and Claudia V. Goldman. 2011. Strategic Information Disclosure to People with Multiple Alternatives. Proceedings of the 25th National Conference on AI (AAAI 2011). San Francisco, CA, 7-11 August 2011. (Acceptance rate 24.8%).
  17. Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni. 2011. Giving Advice to People in Path Selection Problems. Interactive Decision Theory and Game Theory Workshop at the 25th National Conference of Artificial Intelligence (AAAI 11).
  18. Victor Shafran, Gal Kaminka, Sarit Kraus and Claudia V. Goldman. 2008. Towards Bidirectional Distributed Matchmaking. Seventh International Conference on Autonomous Agents and Multi-agent Systems (AAMAS '08).  Estoril, Portugal, 12-16 May 2008. (Acceptance rate 19%).
  19. Partha S. Dutta, Claudia V. Goldman and Nicholas R. Jennings. 2007. Communicating Effectively in Resource-Constrained Multi-Agent Systems. Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India, January 2007.
  20. Avi Rosenfeld, Claudia V. Goldman, Sarit Kraus and Gal Kaminka. 2007. An Architecture for Hybrid P2P Free-Text Search. Proceedings of the 11th International Workshop CIA 2007 on Cooperative Information Agents, Sept. 2007, Delft, The Netherlands. Lecture Notes in Artificial Intelligence (LNAI 4676), Springer Verlag.
  21. Dimitry Akselrod, Abhijit Sinha, Claudia V. Goldman, and T. Kirubarajan. 2006. Efficient Control of Information Flow for Distributed Multisensor Fusion Using Markov Decision Processes. Proceedings of the 9th International Conference on Information Fusion, Florence, Italy, July 2006.
  22. Dimitry Akselrod, Claudia V. Goldman, Abhijit Sinha and Thiagalingam Kirubarajan. 2006. Collaborative Sensor Management for Multitarget Tracking Using Decentralized Markov Decision Processes. Proceedings of Signal and Data Processing of Small Targets. SPIE Defense and Security Symposium, Orlando (Kissimmee), Florida, USA, 17-21 April 2006, Volume 6236.
  23. Martin Allen, Claudia V. Goldman and Shlomo Zilberstein. 2005. Learning to Communicate in Decentralized Systems. Workshop on Multi-Agent Learning at the Twentieth National Conference on Artificial Intelligence, pp. 1-8, Pittsburgh, Pennsylvania. July. AAAI Technical Report WS-05-09.
  24. Martin Allen, Claudia V. Goldman and Shlomo Zilberstein. 2005. Language Learning in Multi-Agent Systems. Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence. Edinburgh, Scotland. 30/7-5/8/2005.
  25. Claudia V. Goldman, Martin Allen and Shlomo Zilberstein. 2004. Decentralized Language Learning Through Acting. Third International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS '04), pp. 1006-1013, New York City, NY. (Acceptance rate 24%).
  26. Claudia V. Goldman and Shlomo Zilberstein. 2003. Optimizing Information Exchange in Cooperative Multi-Agent Systems. Proceeding of the Second International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-03), pp. 137-144, Melbourne, Australia, July. (Acceptance rate 25%).
  27. Raphen Becker, Shlomo Zilberstein, Victor Lesser and Claudia V. Goldman. 2003. Transition-Independent Decentralized Markov Decision Processes. Proceeding of the Second International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-03), pp. 41-48, Melbourne, Australia, July. (Acceptance rate 25%).
  28. Mark Sims, Claudia V. Goldman and Victor Lesser. 2003. Self-organization through bottom-up coalition formation. Proceeding of the Second International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-03), pp. 867-874, Melbourne, Australia, July. (Acceptance rate 25%).
  29. Zinovi Rabinovich, Claudia V. Goldman and Jeffrey Rosenschein. 2003. The Complexity of Multi-Agent Systems: The Price of Silence. Proceeding of the Second International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-03), pp. 1102-1103, Melbourne, Australia, July.
  30. Claudia V. Goldman and Shlomo Zilberstein. 2003. Mechanism Design for Communication in Cooperative Systems. Game Theoretic and Decision Theoretic Agents Workshop at the Second International Joint Conference on Agents and Multi-Agent Systems (AAMAS-03). Melbourne, Australia, July.
  31. Claudia V. Goldman and Scott Kirkpatrick. 2002. E-Play. Proceedings of IEEE International Conference on Multimedia and Expo (ICME-02), Lausanne, Switzerland, August.
  32. Itai Yarom, Claudia V. Goldman, and Jeffrey S. Rosenschein. 2002. The Impact of InfoCenters on E-Marketplaces. Proceeding of the First International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-02), pp. 1290-1291, Bologna, Italy, July.
  33. Taras Mahlin, Claudia V. Goldman, and Jeffrey S. Rosenschein. 2002. DorAM: Real Answers to Real Questions. Proceeding of the First International Joint Conference on Autonomous Agents and Multi-Agent Systems, (AAMAS-02), pp. 792-793, Bologna, Italy, July.
  34. Claudia V. Goldman, Sarit Kraus, and Onn Shehory. 2001. Agent Strategies: for sellers to satisfy purchase orders, for buyers to select sellers. Proceedings of the 10th European Workshop on Modelling Autonomous Agents in a Multi-Agent World (MAAMAW).  LEIBNIZ (e-publishing), Annecy, France, April 2001 - revised as Multi-Agent Organisations, Springer Verlag, Berlin, Germany. Yves Demazeau and Francisco Garijo eds.
  35. Claudia V. Goldman, Sarit Kraus, and Onn Shehory. 2001. Equilibria Strategies for selecting sellers and satisfying buyers. Cooperative Information Agents V (CIA-01), Mathias Klusch and Franco Zambonelli eds. Lecture Notes in Artificial Intelligence 2182, pp. 166-177.
  36. Claudia V. Goldman, and Jeffrey S. Rosenschein. 1999. Partitioned Multi-Agent Systems in Information Oriented Domains. Proceedings of the Third International Conference on Autonomous Agents (Agents-99), pp. 32-29, Seattle, Washington, May. (Acceptance rate 29%).
  37. Dan Gang, Claudia V. Goldman, Daniel Lehmann, and Jeffrey S. Rosenschein. 1999. NetNeg: A Connectionist-Agent Integrated System for Representing Musical Knowledge. Hybrid Systems and AI: Modeling, Analysis and Control of Discrete and Continuous Systems at the AAAI Spring Symposium, AAAI Technical Report SS-99-05, pp. 59-64, Stanford, CA, March.
  38. Yuval Z. Feinstein, Claudia V. Goldman, Yishay Mor, and Jeffrey S. Rosenschein. 1997. Relevancy Ranking of Web Pages Using Shallow Parsing. Proceedings of the Practical Application of Knowledge Discovery and Data Mining (PADD-97), pp. 125-136, London, UK, April.
  39. Claudia V. Goldman. 1997. Multi-agent Learning Systems and Expert Agents. Working Notes of the AAAI 1997 Fall Symposium Series on Socially Intelligent Agents, Tang Center, MIT, Cambridge, Massachusetts, November.
  40. Claudia V. Goldman and Jeffrey S. Rosenschein. 1997. Evolving Organization of Agents. Multi-agent Learning Workshop at the Fourteenth National Conference on Artificial Intelligence (AAAI-97), WS-97-03, pp. 25-30, Providence, Rhode Island, July.
  41. Claudia V. Goldman, Dan Gang, Jeffrey S. Rosenschein, and Daniel Lehmann. 1996. NetNeg: A Hybrid Interactive Architecture for Composing Polyphonic Music in Real Time. Proceedings of the International Computer Music Conference (ICMC-96), pp. 133-140, Hong Kong, August.
  42. Claudia V. Goldman, Amir Langer, and Jeffrey S. Rosenschein. 1996. Musag: an agent that learns what you mean. Proceedings of the First International Conference on the Practical Applications of Intelligent Agents and Multi-Agents Technology (PAAM-96), pp. 311-329, London, UK, April.
  43. Claudia V. Goldman and Jeffrey S. Rosenschein. 1996. Mutually Supervised Learning in Multi-Agent Systems. In Adaptation and Learning in Multi-Agent Systems, Gerhard Weiss, and Sandip Sen, eds. Lecture Notes in Artificial Intelligence 1042 of Lecture Notes in Computer Science, Springer-Verlag, pp. 85-96.
  44. Yishay Mor, Claudia V. Goldman, and Jeffrey S. Rosenschein. 1996. Learn Your Opponent's Strategy (in Polynomial Time)! In Adaptation and Learning in Multi-Agent Systems, Gerhard Weiss, and Sandip Sen, eds. Lecture Notes in Artificial Intelligence 1042 of Lecture Notes in Computer Science, Springer-Verlag, pp. 164-176.
  45. Claudia V. Goldman and Jeffrey S. Rosenschein. 1996. Learning in Multi-Agent Systems. Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI-96), SIGART/AAAI Doctoral Consortium Abstracts, pp. 1363, Portland, Oregon, August.
  46. Claudia V. Goldman, Yishay Mor, and Jeffrey S. Rosenschein. 1996. Courtz: the agent that pleases you. Proceedings of the First International Conference on the Practical Applications of Intelligent Agents and Multi-Agents Technology (PAAM-96), pp. 837-842, London, UK, April.
  47. Claudia V. Goldman and Jeffrey S. Rosenschein. 1995. Mutually Supervised Learning in Multi-Agent Systems. Working Notes of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95) Workshop on Adaptation and Learning in Multi-Agent Systems, pp. 20-25, Montreal, Canada, August.
  48. Claudia V. Goldman, Dan Gang, and Jeffrey S. Rosenschein. 1995. NetNeg: A Hybrid System Architecture for Composing Polyphonic Music. Proceedings of the XI Colloquium on Musical Informatics, pp. 3-6, Bologna, Italy, November.
  49. Claudia V. Goldman and Jeffrey S. Rosenschein. 1995. Mutually Supervised Learning in Multi-Agent Systems. Working Notes of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95) Workshop on Adaptation and Learning in Multi-Agent Systems, pp. 20-25, Montreal, Canada, August.
  50. Yishay Mor, Claudia V. Goldman, and Jeffrey S. Rosenschein. 1995. Learn Your Opponent's Strategy (in Polynomial Time)! Working Notes of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95) Workshop on Adaptation and Learning in Multi-Agent Systems, pp. 53-58, Montreal, Canada, August.
  51. Claudia V. Goldman, Dan Gang, and Jeffrey S. Rosenschein. 1995. NetNeg: A Hybrid System Architecture for Composing Polyphonic Music. Working Notes of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI-95) Workshop on Artificial intelligence and Music, pp. 11-15, Montreal, Canada, August.
  52. Claudia V. Goldman and Jeffrey S. Rosenschein. 1994. Emergent Coordination through the Use of Cooperative State-Changing Rules. Proceedings of the Twelfth National Conference on Artificial Intelligence (AAAI-94), pp. 408-413, Seattle, Washington, July. (Acceptance rate 28%).
  53. Claudia V. Goldman and Jeffrey S. Rosenschein. 1993. Emergent Coordination through the Use of Cooperative State-Changing Rules. Proceedings of the Twelfth International Workshop on Distributed Artificial Intelligence (DAI-93), pp. 171-185, Hidden Valley, Pennsylvania, May.

Awards & Honors

Academic Awards and Scholarships

  • 1996-1999 Eshkol Fellowship for Doctorate Studies, Israeli Ministry of Science.
  • 1996 Best Paper Nomination, 1st Conference on Practical Applications of Intelligent Agents and Multi-Agent Systems, London, UK, 1996 (invited to Journal of Applied AI, special issue).
  • 1998 Intel-Dean Prize, Hebrew University, Jerusalem, Israel.
  • 2000, 2001 IBM Research Scholarship, Bar Ilan University, Ramat Gan, Israel.
  • 2003 Best Paper Award, 2nd International Joint Conference on Autonomous Agents and Multi-Agent Systems, Melbourne, Australia.
  • 2007 Best Paper Award, 11th International Workshop Cooperative Information Agents, Delft, The Netherlands.

 

Industrial Awards

  • 2013 Popular Mechanics Breakthroughs, General Motors Super Cruise. Popular Mechanics

 

Research Grants

  • 2003 -2006 Air Force Office of Scientific Research (AFOSR), “The Value of Communication in Decentralized Planning and Control” (with Prof. Shlomo Zilberstein), $350K
  • 2014 – 2018 National Science Foundation (NSF), “Computational Models, Interaction Mechanisms, and Planning Algorithms for Semi-Autonomous Systems” (with Prof. Shlomo Zilberstein and Prof. Donald L. Fisher), $1.2M