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Professor Moshe Tennenholtz
- Current Research Projects
The current research topics of Moshe Tennenholtz are:
- Protocols for non-cooperative environments
- Learning in non-cooperative environments
- Non-Cooperative Computation
- Program Equilibrium and Learning Equilibrium
- The power of mediators
- Ranking, Trust, and Reputation Systems
- Advertising Mechanisms
- The Agent Perspective in Game Theory
- Artificial Social Systems
- Social Contexts in Multi-Agent Systems
moshet@ie.technion.ac.il
- Selected Publications
- "Efficient Representation and Reasoning in Multi-Agent Systems", PhD Thesis, 1991.
- "Co-Learning and the Evolution of Social Activity" (with Y. Shoham), Stanford tech. report, 1993
- "On Planning while Learning" (With S. Safra),JAIR Vol. 2, 1994
- "Belief Ascription and Mental-Level Modeling" (with R. Brafman), KR-94, 1994
- "Adaptive Load Balancing: A Study in Multi-Agent Learning" (with A. Schaerf and Y. Shoham), Journal of Artficial Intelligence Research, Vol. 2, 1994
- "On Social Laws for Artificial Agent Societies: Off-Line Design" (with Y. Shoham), Artificial Intelligence, Vol. 73, 1995
- "On Computational Social Laws for Dynamic Non-Homogeneous Social Structures", JETAI Vol. 7, 1995
- "Multi-Entity Models" (with Y. Moses), Machine Intelligence Vol. 14, 1995
- "Goal Evaluation: Problems and Solutions", Information Systems Engineering Journal, Vol. 2, 1995
- "Artificial Social Systems" (with Y. Moses), Computers and AI Vol. 14, 1995
- "Towards action prediction using a mental-level model" (with R. Brafman), IJCAI-95, 1995
- "Off-Line Reasoning for On-Line Efficiency" (with Y. Moses), Artificial Intelligence, Vol. 83, 1996
- "Multi-Agent Belief Revision" (with N.E. Kfir-Dahav), TARK-96, 1996
- "On The Foundations of Qualitative Decision Theory" (with R. Brafman), AAAI-96, 1996
- "On Partially Controlled Multi-Agent Systems" (with R. Brafman), Journal of Artificial Intelligence Research, Vol. 4, 1996
- "Convention evolution in organizations and markets", Computational and Mathematical Organization Theory, Vol. 2, 1996
- "On Planning while Execusting in Stationary Environments", JETAI Vol. 9, 1997
- "On the Emergence of Social Conventions: Modeling, Analysis, and Simulations" (with Y. Shoham), Artificial Intelligence, Vol. 94, 1997
- "On stable multi-agent behavior in face of uncertainty", UAI-97, 1997
- "Determination of Social Laws for Multi-Agent Mobilization" (with S. Onn), Artificial Intelligence, Vol. 95, 1997
- "Dynamic Non-Bayesian Decision Making" (with D. Monderer), Journal of Artificial Intelligence Research, Vol. 7, 1997
- "Modeling Agents as Qualitative Decision Makers" (with R. Brafman), Artificial Intelligence, Vol. 94, 1997
- "On Stable Social Laws and Qualitative Equilibria" , Artificial Intelligence, Vol. 102, 1998
- "Dynamic Non-Bayesian Decision Making in Multi-Agent Systems" (with D. Monderer), Annals of Mathematics and AI, Vol. 25, 1999
- "Distributed Games" (with D. Monderer), Games and Economic Behavior, Vol. 27, 1999
- "On social constraints for rational agents", Computational Intelligence, Vol. 15, 1999
- "Distributed Games: From Mechanisms to Protocols" (with D. Monderer), AAAI-99, 1999
- "K-price auctions" (with D. Monderer), Games and Economic Behavior, Vol. 31, 2000
- "Optimal Auctions Revisited" (with D. Monderer), Artificial Intelligence, Vol. 120, 2000
- "Asymptotically Optimal Multi-Object Auctions" (with D. Monderer), Working paper.
- "Mechanism Design for Resource Bounded Agents" (with D. Monderer and N.E. Kfir-Dahav), ICMAS-2000, 2000
- "A near-optimal polynomial time algorithm for learning in certain classes of stochastic games"(with R. Brafman), Artificial Intelligence, Vol. 121, 2000
- "An axiomatic treatment of three qualitative decision criteria" (with R. Brafman), Journal of the ACM, Vol. 47, 2000
- "Constrained mult-object auctions and b-matching" (with M. Penn), Information Processing Letters, Vol. 75, 2000
- "Choosing social laws for multi-agent systems: minimaility and simplicity" (with D. Fitoussi), Artificial Intelligence, Vol. 119, 2000
- "Some Tractable Combinatorial Auctions", AAAI-2000, 2000
- "Bidding Clubs: institutionalized collusion in auctions" (with K. Leyton-Brown and Y. Shoham),EC-00, 2000
- "On rational computability and communicatiotn complexity" (with Y. Shoham), Games and Economic Behavior, Vol. 35, 2001
- "Rational Competitive Analysis", IJCAI-01, 2001
- "Bidding Clubs in First-Price Auctions" (with K. Leyton-Brown and Y. Shoham), AAAI-02, 2002
- "Mechanism Design with Execution Uncertainty" (with R. Porter, A, Ronen, and Y. Shoham), UAI-02, 2002
- "On the Natural Selection of Market Choice"(with A. Bergman), Journal Autonamous Agents and Multi-Agent Systems, Vol. 5, 2002
- "R-max - A general polynomial time algorithm for near-optimal reinforcement learning"(with R. Brafman),Journal of Machine Learning Research, Vol. 3, 2002
- "Competitive Safety Analysis: Robust Decision-Making in Multi-Agent Systems", Journal of Artificial Intelligence Research, Vol. 17, 2002
- "Episodic Learning: Towards the Emergence of Partial Cooperation"(with A. Bergman), Complexus, 2004
- "Local Effect Games" (with K. Leyton-Brown), IJCAI-03, 2003
- "Bundling equilibrium in combinatorial auctions" (with R. Holzman, N. Kfir-Dahav, D. Monderer), Games and Economic Behavior, Vol. 47, 2004
- "Learning to Coordinate Efficiently: A Model-Based Approach" (with R. Brafman), Journal of Artificial Intelligence Research, Vol. 19, 2003
- "Fair Imposition" (with R. Porter and Y. Shoham), Journal of Economic Theory (JET) , Vol. 118(2), 2004
- "K-Price Auctions: Revenue Inequalities, Utility Equivalence, and Competition in Auction Design (Previously titled: Internet Auctions -- Are They Gamblers' Attraction?) " (with D. Monderer), Economic Theory, Vol. 24, 2004
- "K-Implementation" (with D. Monderer), Journal of Artificial Intelligence Research (JAIR), Vol. 21, 2004
- "Non-Cooperative Computation: Boolean Functions with Correctness and Exclusivity" (with Y. Shoham), Theoretical Computer Science (TCS), Vol. 343, 2004
- "Efficient Learning Equilibrium" (with R. Brafman), Artificial Intelligence, Vol, 59, 2004 (earlier version appears in NIPS-02), 2004
- "Overcoming Free-Riding in Multi-Party Computation: the Anonymous Case" (with Rann Smorodinsky), Games and Economic Behavior, Vol. 55, 2006
- "Sequnetial Information Elicitation in Multi-Agent Systems" (with Rann Smorodinsky), Proceedings of UAI-2004
- "On the Value of Correlation" (with Itai Ashlahgi and Dov Monderer), Proceedings of UAI-05.
- "Program Equilibrium" , Games and Economic Behavior, Vol. 49, 2004.
- "Reputation System: An Axiomatic Approach" (with Alon Altman), extended version of EC-05
- "Congestion Games with Failures" (with Michal Penn and Maria Polukarov), Proceedings of EC-05
- "Sequential-Simultaneous Information Elicitation in Multi-Agent Systems" (with Gal Bahar), IJCAI-05
- "Optimal Efficient Learning Equilibrium: Symmetric Games with Imperfect Monitoring" (with Ronen Brafman), AAAI-05
- "Resource Selection Games with Unknown Number of Participants" (with Itai AShlagi and Dov Monderer), extended version of AAMAS-06
- "Quantifying Incentive Compatibility of Ranking Systems" (with Alon Altman), AAAI-06
- "Robust Learning Equilibrium" (with Itai Ashlagi and Dov Monderer), UAI-06
- "Strong Mediated Equilibrium" (with Dov Monderer), AAAI-06
- "Learning in One-Shot Strategic Form Games" (with Alon Altman and Avivit Boden-Bercovici), ECML-06
- "Strong and Correlated Strong Equilibria in Monotone Congestion Games" (with Ola Rozenfeld), WINE-06
- "Routing Mediators" (with Ola Rozenfeld), IJCAI-07
- "Incentive Compatibile Ranking Systems" (with Alon Altman), AAMAS-07
- "Routing Games with an Unknown Set of Active Players" (with Dov Monderer and Itai Ashlagi), AAMAS-07
- "Learning Equilibrium in Resource Selection Games" (with Dov Monderer and Itai Ashlagi), AAAI-07
- "Competitive Safety Analysis in Position Auctions" (with Danny Kuminov), WINE-07
- "Group Dominant Strategies" (with Ola Rozenfeld), WINE-07
- "K-NCC: Stability against Group Deviations in Multi-Party Computation" (with Andrey Klinger and Itai Ashlagi), WINE-07
- "Congestion Games with Load-Dependent Failures" (with Michal Penn and Maria Polukarov), Proceedings of EC-07
- "Mediators in Position Auctions" (with Itai AShlagi and Donderer), Proceedings of EC-07
- "Asychronous Congestion Games" (with Michal Penn and Maria Polukarov), Proceedings of AAMAS-08
- "Selection Games and Deterministic Lotteries" (with Alon Altman), AAMAS-08
- "As Safe As It Gets: Near-Optimal Learning in Multi-Stage Games with Imperfect Monitoring " (with Danny Kuminov), ECAI-08
- "Trust-Based Recommendation Systems: An Axiomatic Approach" (with Andersen et. al.), WWW-08
- "Social Context Games" (with Ashlagi, I., Krysta, P.), WINE-08
- "Power in normative systems" (with Thomas Agotnes, Wiebe van der Hoek, Michael Wooldridge), AAMAS-09
- "Learning equilibria in repeated congestion games" (with Aviv Zohar), AAMAS-09
- "User modeling in position auctions: re-considering the GSP and VCG mechanisms" (with Danny Kuminov), AAMAS-09
- "Approximate mechanism design without money" (with Ariel Procaccia), EC-09
- "K-SNCC: group deviations in subsidized non-cooperative computing" (with Andrey Klinger), TARK-09
- "Nonmanipulable Selection from a Tournament" (with Alon Altman and Ariel Procaccia), IJCAI-09
- "Planning Games" (with Brafman, R., Domshlak, C, Engel, Y.), IJCAI-09
- "Consistent Continuous Trust- Based Recommendation Systems" (with Ola Rozenfeld), WINE-09
- "Partition Equilibrium" (with Michal Feldman), SAGT-09
- "Playing Games without Observing Payoffs" (with Michal Feldman and Adam Kalai), ICS-2010.
- "Adversarial Leakage in Games" (with Noga Alon, Yuval Emek, Michal Feldman), ICS-2010.
- "A Note on Competitive Diffusion Through Social Networks" (with Noga Alon, Michal Feldman, Ariel Procaccia), IPL-2010.
- "Position Auctions with Budgets: Existence and Uniqueness" (with Itai Ashlagi, Mark Braverman, Ron Lavi , Avinatan Hassidim), The B.E. Journal of Theoretical Economics (advvances), 2010.
- "Strategyproof Approximation of the Minimax on Networks" (with Noga Alon, Michal Feldman, Ariel Procaccia), MOR-2010.
- "Walking in circles" (with Noga Alon, Michal Feldman, Ariel Procaccia), Discrete Mathematics, 2010.
- "Transferable Utility Planning Games" (with Ronen Brafman, Carmel Domshlak, Yagil Engel), AAAI-2010.
- " Competing Schedulers" (with Itai Ashlagi and Aviv Zohar), AAAI-2010.
- "Bayesian Ignorance" (with Noga Alon, Yuval Emek, Michal Feldman), PODC-2010.
- "A novel approach to propagating distrust" (with Christian Borgs, Jennifer Chayes, Adam Kalai, Azarakshsh Malekian), WINE-2010.
- "Near-Strong Equilibria in Network Creation Games" (with Ola Rozenfeld), WINE-2010.
- "Economical Graph Discovery" (with Noga Alon, Yuval Emek, Michal Feldman), ICS-201`.
moshet@ie.technion.ac.il
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