Publications
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2023
Ridhima Bector, Hang Xu, Abhay Aradhya, Chai Quek, and Zinovi Rabinovich, (2023) "Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents?", In: Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI), pp: 3470-3478
Wei Qiu, Weixun Wang, Rundong Wang, Bo An, Yujing Hu, Svetlana Obraztsova, Zinovi Rabinovich, Jianye Hao, Yingfeng Chen, and Changjie Fan, (2023) "Off-Beat Multi-Agent Reinforcement Learning", In: Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp: 2424-2426. Alternative (extended) version at arXiv.
2022
Hang Xu, Xinghua Qu, and Zinovi Rabinovich (2022) "Spiking Pitch Black: Poisoning an Unknown Environment to Attack Unknown Reinforcement Learners", In: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp: 1409-1417
Wanqi Xue, Wei Qiu, Bo An, Zinovi Rabinovich, Svetlana Obraztsova, and Chai Kiat Yeo, (2022) "Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning", In: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp: 1418-1426
Marina Bannikova, Lihi Dery, Svetlana Obraztsova, Zinovi Rabinovich, and Jeffrey S. Rosenschein, (2022) "Reaching Consensus Under a Deadline", Invited AAMAS presentation, pp: 1920-1922
2021
Hang Xu, Rundong Wang, Lev Raizman, and Zinovi Rabinovich, (2021) "Transferable environment poisoning: Training-time attack on reinforcement learning", In: Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp: 1398-1406
Wei Qiu, Xinrun Wang, Runsheng Yu, Rundong Wang, Xu He, Bo An, Svetlana Obraztsova, and Zinovi Rabinovich (2021) "RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents", In Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS), pp: 23049-23062
Marina Bannikova, Lihi Dery, Svetlana Obraztsova, Zinovi Rabinovich, and Jeffrey S. Rosenschein, (2021) "Reaching consensus under a deadline", Autonomous and Multiagent Systems (JAAMAS), In Press. Alternative version at arXiv.
Edith Elkind, Jiarui Gan, Svetlana Obraztsova, Zinovi Rabinovich, and Alexandros A. Voudouris, (2021) "Protecting elections by recounting ballots", Artificial Intelligence Journal, 290. Alternative version at arXiv.
2020
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, and Zinovi Rabinovich, (2020) "Learning efficient multi-agent communication: An information bottleneck approach", In: Proceedings of the 37th International Conference on Machine Learning (ICML), to appear. Alternative version at arXiv.
Rundong Wang, Runsheng Yu, Bo An, and Zinovi Rabinovich, (2020) "I2HRL: Interactive influence-based hierarchical reinforcement learning", In: Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI), to appear.
Khoi Hoang, William Yeoh, Makoto Yokoo, and Zinovi Rabinovich, (2020) "New algorithms for functional distributed constraint optimization problems", In: Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Alternative version at arXiv.
Hang Xu, Ridhima Bector, and Zinovi Rabinovich, (2020) "Teaching multiple learning agents by environment-dynamics tweaks". In: ALA and OptLearnMAS WSs of AAMAS.
2019
Lihi Dery, Svetlana Obraztsova, Zinovi Rabinovich and Meir Kalech, (2019) "Lie on the Fly: Strategic Voting in an Iterative Preference Elicitation Process", Group Decision and Negotiation, https://doi.org/10.1007/s10726-019-09637-2
Jasper Lu, David Zhang, Zinovi Rabinovich, Svetlana Obraztsova and Yevgeniy Vorobeychik, (2019) "Manipulating Elections by Selecting Issues", In: Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp: 529-537
Jiarui Gan, Haifeng Xu, Qingyu Guo, Long Tran-Thanh, Zinovi Rabinovich and Michael Wooldridge, (2019) "Imitative Follower Deception in Stackelberg Games", In: ACM EC, pp: 639-657. Extended version at arXiv.
Edith Elkind‚ Jiarui Gan‚ Svetlana Obraztsova‚ Zinovi Rabinovich and Alexandros Voudouris, (2019) "Protecting Elections by Recounting Ballots", In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp: 259-265. Extended version at arXiv.
Jerome Lang, Evangelos Markakis, Nicolas Maudet, Svetlana Obraztsova, Maria Polukarov, and Zinovi Rabinovich, (2019) "Strategic Candidacy with Keen Candidates". In Games, Agents and Incentives Workshop (GAIW)
Amr Alhossary, Judy Goldsmith, Svetlana Obraztsova, Zinovi Rabinovich, Alan Tsang, and Alex Wyllie, (2019) "These polar twins: Opinion dynamics of intervals". In Games, Agents and Incentives Workshop (GAIW)
2017
Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Zinovi Rabinovich and Jeffrey S. Rosenschein (2017) Distant Truth: Bias Under Vote Distortion Costs In: Proceedings of the 16th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) , pp: 885-892
Itay Sabato, Svetlana Obraztsova, Zinovi Rabinovich, Jeffrey S. Rosenschein (2017) Real Candidacy Games: a New Model for Strategic Candidacy. In: Proceedings of the 16th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) , pp: 867-875
Svetlana Obraztsova, Maria Polukarov, Zinovi Rabinovich and Edith Elkind (2017) Doodle Poll Games. In: Proceedings of the 16th International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) , pp: 876-884
David Ben Yosef, Lihi Naamani-Dery, Marina Bannikova, Svetlana Obraztsova, and Zinovi Rabinovich (2017) Haste Makes Waste: a Case to Favour Voting Bots In: Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence (WI, former WI/IAT), pp: 419-425
2016
Svetlana Obraztsova, Zinovi Rabinovich, Edith Elkind, Maria Polukarov and Nicholas R. Jennings (2016) Trembling Hand Equilibria of Plurality Voting In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp: 440-446
Svetlana Obraztsova, Omer Lev, Maria Polukarov, Zinovi Rabinovich, Jeffrey S. Rosenschein (2016) Non-myopic Voting Dynamics: An Optimistic Approach. In: The 10th Workshop on Advances in Preference Handling (MPref).
Marina Bannikova, Lihi Naamani-Dery, Svetlana Obraztsova, Zinovi Rabinovich and Jeffrey S. Rosenschein (2016) Between Fairness and a Mistrial: Consensus Under a Deadline. In: The 10th Workshop on Advances in Preference Handling (MPref)
Itay Sabato, Svetlana Obraztsova, Zinovi Rabinovich and Jeffrey S. Rosenschein (2016) Real Candidacy Games: a New Model for Strategic Candidacy. In: The 2nd IJCAI Workshop on Algorithmic Game Theory (AGT)(superseded by AAMAS-2017 version)
Svetlana Obraztsova, Maria Polukarov, Zinovi Rabinovich and Edith Elkind (2016) Doodle Poll Games. In: The 6th International Workshop on Computational Social Choice (ComSoc) (superseded by AAMAS-2017 version)
2015
Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Zinovi Rabinovich and Jeffrey S. Rosenschein (2015) Beyond plurality: Truth-bias in binary scoring rules In: Proceedings of the 4th International Conference on Algorithmic Game Theory (ADT), pp:451-468 (extends and supersedes AAMAS version
Haifeng Xu, Albert X. Jiang, Arunesh Sinha, Zinovi Rabinovich, Shaddin Dughmi and Milind Tambe (2015) Security Games with Information Leakage: Modeling and Computation In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 674-680
Svetlana Obraztsova, Edith Elkind, Maria Polukarov and Zinovi Rabinovich (2015) Strategic Candidacy Games with Lazy Candidates In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 610-616
Maria Polukarov, Svetlana Obraztsova, Zinovi Rabinovich, Alexander Kruglyi and Nicholas R. Jennings (2015) Convergence to Equilibria in Strategic Candidacy In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 624-630
Lihi Dery, Svetlana Obraztsova, Zinovi Rabinovich and Meir Kalech (2015) Lie on the Fly: Practical Manipulation with Incomplete Information In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), pp:2033-2039
Zinovi Rabinovich, Albert X. Jiang, Manish Jain and Haifeng Xu (2015) Information Disclosure as a Means to Security In: Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp:645-653
Svetlana Obraztsova, Omer Lev, Evangelos Markakis, Zinovi Rabinovich and Jeffrey S. Rosenschein (2015) Beyond plurality: Truth-bias in binary scoring rules In: Proceedings of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp:1733-1734
Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi and Milind Tambe (2015) Exploring Information Asymmetry in Two-Stage Security Games In: The Proceedings of the 29th AAAI Conference, pp: 1057-1063
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich and Nicholas R. Jennings (2015) On the Convergence of Iterative Voting: How Restrictive should Restricted dynamics be? In: The Proceedings of the 29th AAAI Conference, pp: 993-999 (extends and superseeds the ComSoc version)
Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis and Jeffrey S. Rosenschein (2015) Analysis of Equilibria in Iterative Voting Schemes. In: The Proceedings of the 29th AAAI Conference, pp:1007-1013 (extends and superseeds the ComSoc version)
2014
Svetlana Obraztsova, Evangelos Markakis, Maria Polukarov, Zinovi Rabinovich and Nicholas R. Jennings (2014) On the Convergence of Iterative Voting: How Restrictive should Restricted dynamics be? In: 5th International Workshop on Computational Social Choice (ComSoc)
Zinovi Rabinovich, Svetlana Obraztsova, Omer Lev, Evangelos Markakis and Jeffrey S. Rosenschein (2014) "Analysis of Equilibria in Iterative Voting Schemes". In: 5th International Workshop on Computational Social Choice (ComSoc)
Svetlana Obraztsova, Zinovi Rabinovich and Alexandra Madunts (2014) Faustian Dynamics in Sarkar's Social Cycle. In: 21st European Conference on Artificial Intelligence (ECAI), pp:1071-1072
Amos Azaria, Zinovi Rabinovich, Sarit Kraus and Claudia V. Goldman (2014) Strategic Information Disclosure to People with Multiple Alternatives. ACM Transactions on Intelligent Systems and Technology (TIST), 5(4):64
2013
Yoad Lewenberg, Zinovi Rabinovich and Jeffrey S. Rosenschein (2013) Ishikawa Play. In: The 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp:627-634
Zinovi Rabinovich, Victor Naroditskiy, Enrico H. Gerding and Nicholas R. Jennings (2013) Computing pure Bayesian-Nash Equilibria in Games with Finite Actions and Continuous Types. Artificial Intelligence Journal, 195, pp: 106-139.
2012
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Yaakov Gal (2012) Strategic Advice Provision in Repeated Human-Agent Interactions. In: The 26th AAAI Conference on Artificial Intelligence (AAAI).
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni (2012) Giving Advice to People in Path Selection Problems. In: The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp:459-466.
Zinovi Rabinovich (2012) Strategic behaviour under constrained autonomy. In: Workshop on Multiagent Sequential Decision Making Under Uncertainty (MSDM).
2011
Amos Azaria, Zinovi Rabinovich, Sarit Kraus and Claudia V. Goldman (2011) Strategic Information Disclosure to People with Multiple Alternatives. In: The 25th AAAI Conference on Artificial Intelligence, pp:594-600.
Amos Azaria, Zinovi Rabinovich, Sarit Kraus, Claudia V. Goldman and Omer Tsimhoni (2011) Giving Advice to People in Path Selection Problems. In: Proceedings of the Interactive Decision Theory and Game Theory Wo rkshop (IDTGT).
2010
Zinovi Rabinovich, Lachlan Dufton, Kate Larson and Nicholas R. Jennings (2010) Cultivating Desired Behaviour: Policy Teaching Via Environment-Dynamics Tweaks. In: The 9th International Conference on Autonomous Agents and Multiagent Systems.
Zinovi Rabinovich and Nicholas R. Jennings (2010) A Hybrid Controller based on the Egocentric Perceptual Principle. Robotics and Autonomous Systems, 58 (9), pp. 1039-1048.
2009
Zinovi Rabinovich and Nicholas R. Jennings (2009) Extended Markov Tracking with Ensemble Actions. In: International Workshop on Hybrid Control of Autonomous Systems.
Zinovi Rabinovich, Enrico H. Gerding, Maria Polukarov and Nicholas R. Jennings (2009) Generalised Fictitious Play for a Continuum of Anonymous Players. In: Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI). pp. 245-250.
2008
Enrico H. Gerding, Zinovi Rabinovich, Andrew Byde, Edith Elkind and Nicholas R. Jennings (2008) Approximating Mixed Nash Equilibria using Smooth Fictitious Play in Simultaneous Auctions. In: The 7th International Conference on Autonomous Agents and Multiagent Systems, May 12-16, Estoril, Portugal. pp. 1577-1580.
Zinovi Rabinovich, Nir Pochter and Jeffrey S. Rosenschein (2008) Coordination and Multi-Tasking Using EMT. In: The Twenty-Third National Conference on Artificial Intelligence (AAAI 2008), July 13-17, Chicago, Illinois,.
Ariel Adam, Zinovi Rabinovich and Jeffrey S. Rosenschein (2008) Dynamics based control with PSRs. In: 7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), May, 12-16, Estoril, Portugal.
2007
Zinovi Rabinovich, Jeffrey S. Rosenschein and Gal A. Kaminka (2007) Dynamics Based Control with an Application to Area-Sweeping Problems. In: International Conference on Autonomous Agents and Multiagent Systems, May 2007, Honolulu, Hawaii.
2006
Amit Shabtay, Zinovi Rabinovich and Jeffrey S. Rosenschein (2006) Behaviosites: A Novel Paradigm for Affecting Distributed Behavior. In: The Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, May 2006, Hakodate, Japan. pp. 679-681.
Amit Shabtay, Zinovi Rabinovich and Jeffrey S. Rosenschein (2006) Behaviosites: A Novel Paradigm for Affecting Distributed Behavior. In: The Fourth International Workshop on Engineering Self-Organizing Applications (ESOA 2006). pp. 19-35.
Amit Shabtay, Zinovi Rabinovich and Jeffrey S. Rosenschein (2006) Behaviosites: Manipulation of Multiagent System Behavior through Parasitic Infection. In: The Twenty-First National Conference on Artificial Intelligence. pp. 709-715.
Zinovi Rabinovich and Jeffrey S. Rosenschein (2006) Dynamics Based Control: Structure. In: Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains (MSDM 2006). pp. 148-161.
Zinovi Rabinovich and Jeffrey S. Rosenschein (2006) On the Response of EMT-based Control to Interacting Targets and Models. In: The Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. pp. 465-470.
2005
Zinovi Rabinovich and Jeffrey S. Rosenschein (2005) Dynamics Based Control: An Introduction. In: The Third European Workshop on Multi-Agent Systems, EUMAS'05. pp. 323-331.
Zinovi Rabinovich and Jeffrey S. Rosenschein (2005) Multiagent Coordination by Extended Markov Tracking. In: The Fourth International Joint Conference on Autonomous Agents and Multiagent Systems. pp. 431-438. Nominee for the Best Student Paper Award
Zinovi Rabinovich and Jeffrey S. Rosenschein (2005) Robot-Control Based on Extended Markov Tracking: Initial Experiments. In: The Eighth Biennial Israeli Symposium on the Foundations of Artificial Intelligence.
Osnat Shapira, Zinovi Rabinovich and Jeffrey S. Rosenschein (2005) Simulation of Cooperative Behavioral Trends by Local Interaction Rules. In: The Third European Workshop on Multi-Agent Systems, EUMAS'05. pp. 387-396.
2004
Zinovi Rabinovich and Jeffrey S. Rosenschein (2004) Extended Markov Tracking with an Application to Control. In: The Workshop on Agent Tracking: Modeling Other Agents from Observations, at the Third International Joint Conference on Autonomous Agents and Multiagent Systems. pp. 95-100.
2003
Zinovi Rabinovich, Claudia V. Goldman and Jeffrey S. Rosenschein (2003) The Complexity of Multiagent Systems: The Price of Silence. In: Proceedings of the Second International Joint Conference on Autonomous Agents and Multiagent Systems. pp. 1102-1103.
2002
Zinovi Rabinovich, Claudia V. Goldman and Jeffrey S. Rosenschein (2002) Non-approximability of Centralized Control. Technical Report , Leibniz Center for Computer Science, Hebrew University.