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Yoram Bachrach

Microsoft Research

Open Problems in Cooperative AI

Dec 15, 2020
Allan Dafoe, Edward Hughes, Yoram Bachrach, Tantum Collins, Kevin R. McKee, Joel Z. Leibo, Kate Larson, Thore Graepel


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Negotiating Team Formation Using Deep Reinforcement Learning

Oct 20, 2020
Yoram Bachrach, Richard Everett, Edward Hughes, Angeliki Lazaridou, Joel Z. Leibo, Marc Lanctot, Michael Johanson, Wojciech M. Czarnecki, Thore Graepel

* Artificial Intelligence 288 (2020): 103356 

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Learning to Play No-Press Diplomacy with Best Response Policy Iteration

Jun 17, 2020
Thomas Anthony, Tom Eccles, Andrea Tacchetti, János Kramár, Ian Gemp, Thomas C. Hudson, Nicolas Porcel, Marc Lanctot, Julien Pérolat, Richard Everett, Satinder Singh, Thore Graepel, Yoram Bachrach


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Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games

Feb 27, 2020
Edward Hughes, Thomas W. Anthony, Tom Eccles, Joel Z. Leibo, David Balduzzi, Yoram Bachrach

* Accepted for publication at AAMAS 2020 

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Minimax Theorem for Latent Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets

Feb 14, 2020
Gauthier Gidel, David Balduzzi, Wojciech Marian Czarnecki, Marta Garnelo, Yoram Bachrach

* 15 pages 

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Biases for Emergent Communication in Multi-agent Reinforcement Learning

Dec 11, 2019
Tom Eccles, Yoram Bachrach, Guy Lever, Angeliki Lazaridou, Thore Graepel

* Accepted at NeurIPS 2019 

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A Neural Architecture for Designing Truthful and Efficient Auctions

Jul 11, 2019
Andrea Tacchetti, DJ Strouse, Marta Garnelo, Thore Graepel, Yoram Bachrach


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Open-ended Learning in Symmetric Zero-sum Games

Jan 23, 2019
David Balduzzi, Marta Garnelo, Yoram Bachrach, Wojciech M. Czarnecki, Julien Perolat, Max Jaderberg, Thore Graepel

* 18 pages, 7 figures 

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An Attention Mechanism for Answer Selection Using a Combined Global and Local View

Sep 20, 2017
Yoram Bachrach, Andrej Zukov-Gregoric, Sam Coope, Ed Tovell, Bogdan Maksak, Jose Rodriguez, Conan McMurtie


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Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information

May 29, 2016
Yoad Lewenberg, Yoram Bachrach, Sukrit Shankar, Antonio Criminisi

* 7 pages, 5 figures, IJCAI 2016 

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How To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing

Jun 27, 2012
Yoram Bachrach, Thore Graepel, Tom Minka, John Guiver

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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Solving Cooperative Reliability Games

Feb 14, 2012
Yoram Bachrach, Reshef Meir, Michal Feldman, Moshe Tennenholtz


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The Cost of Stability in Coalitional Games

Jul 24, 2009
Yoram Bachrach, Edith Elkind, Reshef Meir, Dmitrii Pasechnik, Michael Zuckerman, Joerg Rothe, Jeffrey S. Rosenschein

* Proceedings of SAGT 2009, LNCS, 5814, 122-134 
* 20 pages; will be presented at SAGT'09 

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