Alex Peysakhovich

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David G. RandErwin H. Schell Professor, MIT SloanVerified email at mit.edu
Adam LererFacebook AI ResearchVerified email at fb.com
Martin NowakProfessor of Mathematics and Biology, Harvard UniversityVerified email at harvard.edu
Christian KroerAssociate Professor, Columbia UniversityVerified email at columbia.edu
George NewmanAssociate Professor of Organizational Behaviour and Human Resources, University of TorontoVerified email at rotman.utoronto.ca
Gordon Kraft-ToddPostdoctoral fellow | Morality Lab | Boston CollegeVerified email at bc.edu
Joshua GreeneDept. of Psychology, Harvard UniversityVerified email at wjh.harvard.edu
Marco BaroniICREA Professor (Barcelona)Verified email at upf.edu
Angeliki LazaridouResearch Scientist, Google DeepMindVerified email at google.com
Oliver HauserProfessor of Economics, University of ExeterVerified email at exeter.ac.uk
Jeffrey NaeckerSenior Economist, Google IncVerified email at wesleyan.edu
Drew FudenbergMITVerified email at MIT.edu
Uma R. KarmarkarGPS/Rady, UCSDVerified email at ucsd.edu
Virot "Ta" ChiraphadhanakulMITVerified email at mit.edu
Jillian J. JordanAssistant Professor, Harvard Business SchoolVerified email at hbs.edu
Scott Duke KominersProfessor, Harvard Business School & Department of Economics, HarvardVerified email at fas.harvard.edu
Mikkel Plagborg-MollerPrinceton UniversityVerified email at princeton.edu

Alex Peysakhovich

hanging around

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embeddings machine learning game theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Social heuristics shape intuitive cooperation DG Rand, A Peysakhovich, GT Kraft-Todd, GE Newman, O Wurzbacher, ... Nature Communications, 2014	958	2014
Multi-agent cooperation and the emergence of (natural) language A Lazaridou, A Peysakhovich, M Baroni International Conference on Learning Representations, 2017	512	2017
Cooperating with the future OP Hauser, DG Rand, A Peysakhovich, MA Nowak Nature 511 (7508), 220-223, 2014	467	2014
Humans display a 'cooperative phenotype' that is domain general and temporally stable A Peysakhovich, MA Nowak, DG Rand Nature Communications, 2014	459	2014
PyTorch-BigGraph: A Large-scale Graph Embedding System A Lerer, L Wu, J Shen, T Lacroix, L Wehrstedt, A Bose, A Peysakhovich SysML, 2019	442	2019
Habits of virtue: creating norms of cooperation and defection in the laboratory A Peysakhovich, DG Rand Management Science, 2015	418	2015
“other-play” for zero-shot coordination H Hu, A Lerer, A Peysakhovich, J Foerster International Conference on Machine Learning, 4399-4410, 2020	181	2020
Maintaining cooperation in complex social dilemmas using deep reinforcement learning A Lerer, A Peysakhovich arXiv preprint arXiv:1707.01068, 2017	160	2017
Prosocial learning agents solve generalized Stag Hunts better than selfish ones A Peysakhovich, A Lerer AAMAS, 2018	124	2018
Using methods from machine learning to evaluate behavioral models of choice under risk and ambiguity A Peysakhovich, J Naecker Journal of Economic Behavior & Organization 133, 373-384, 2017	101	2017
Recency, records, and recaps: Learning and nonequilibrium behavior in a simple decision problem D Fudenberg, A Peysakhovich ACM Transactions on Economics and Computation (TEAC) 4 (4), 1-18, 2016	74	2016
Learning Existing Social Conventions with Observationally Augmented Self-Play A Lerer, A Peysakhovich AAAI-AIES, 2019	71*	2019
Asymmetric effects of favorable and unfavorable information on decision-making under ambiguity A Peysakhovich, U Karmarkar Management Science, 2015	71	2015
Consequentialist conditional cooperation in social dilemmas with imperfect information A Peysakhovich, A Lerer Proceedings of ICLR 2018, 2018	58	2018
Observational data for heterogeneous treatment effects with application to recommender systems A Lada, A Peysakhovich, D Aparicio, M Bailey Proceedings of the 2019 ACM Conference on Economics and Computation, 199-213, 2019	50*	2019
When punishment doesn't pay: 'cold glow' and decisions to punish A Ouss, A Peysakhovich Journal of Law and Economics 58 (3), 2015	49	2015
Backplay:" man muss immer umkehren" C Resnick, R Raileanu, S Kapoor, A Peysakhovich, K Cho, J Bruna arXiv preprint arXiv:1807.06919, 2018	45	2018
Learning causal effects from many randomized experiments using regularized instrumental variables A Peysakhovich, D Eckles Proceedings of WWW 2018, 2017	38	2017
Why we cooperate J Jordan, A Peysakhovich, DG Rand	38	2015
Further reducing clickbait in feed A Peysakhovich, K Hendrix Facebook newsroom, 2016	37	2016

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