Ida Momennejad

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Nathaniel D. DawHuo Professor of Computational and Theoretical Neuroscience, Princeton UniversityVerified email at princeton.edu
Samuel GershmanProfessor, Harvard UniversityVerified email at fas.harvard.edu
Matthew BotvinickDeepMind, London, UKVerified email at google.com
Evan M. RussekPrinceton UniversityVerified email at princeton.edu
John-Dylan HaynesProfessor for Theory and Analysis of Large-Scale Brain Signals, Charite - Universitätsmedizin Berlin, GermanyVerified email at bccn-berlin.de
Alin ComanAssistant Professor of Psychology and Public Affairs, Princeton UniversityVerified email at princeton.edu
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton UniversityVerified email at princeton.edu
Jin Hyun CheongDartmouth CollegeVerified email at dartmouth.edu
David WisniewskiGhent UniversityVerified email at ugent.be
Carlo ReverberiUniversità Milano - Bicocca, and Milan Center for Neuroscience, Milano, ItalyVerified email at unimib.it
Sam DevlinMicrosoft Research CambridgeVerified email at microsoft.com
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Ajua DukerPhD student, Yale UniversityVerified email at yale.edu
Andra GeanaBrown universityVerified email at brown.edu
Ross OttoDepartment of Psychology, McGill UniversityVerified email at mcgill.ca
Thorsten KahntNIDA Intramural Research ProgramVerified email at nih.gov
Guy LeroyMachine Learning Engineer at TikTokVerified email at tiktok.com
Jaroslaw RzepeckiHead of Software Engineering, Monumo LtdVerified email at monumo.com
Sam ZorowitzGraduate Student, Princeton Neuroscience InstituteVerified email at princeton.edu
Iva K. BrunecUniversity of Pennsylvania; Temple UniversityVerified email at sas.upenn.edu

Ida Momennejad

Microsoft Research

Verified email at microsoft.com - Homepage

Reinforcement Learning Memory and Planning multi-agent learning hippocampus Prefrontal Cortex


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The successor representation in human reinforcement learning I Momennejad, EM Russek, JH Cheong, MM Botvinick, ND Daw, ... Nature human behaviour 1 (9), 680-692, 2017	327	2017
Predictive representations can link model-based reinforcement learning to model-free mechanisms EM Russek, I Momennejad, MM Botvinick, SJ Gershman, ND Daw PLoS computational biology 13 (9), e1005768, 2017	268	2017
Human anterior prefrontal cortex encodes the ‘what’and ‘when’of future intentions I Momennejad, JD Haynes Neuroimage 61 (1), 139-148, 2012	119	2012
Mnemonic convergence in social networks: The emergent properties of cognition at a collective level A Coman, I Momennejad, RD Drach, A Geana Proceedings of the National Academy of Sciences 113 (29), 8171-8176, 2016	117	2016
Offline replay supports planning in human reinforcement learning I Momennejad, AR Otto, ND Daw, KA Norman elife 7, e32548, 2018	106*	2018
Learning structures: predictive representations, replay, and generalization I Momennejad Current Opinion in Behavioral Sciences 32, 155-166, 2020	88	2020
Encoding of prospective tasks in the human prefrontal cortex under varying task loads I Momennejad, JD Haynes Journal of Neuroscience 33 (44), 17342-17349, 2013	74	2013
The role of the parietal cortex in the representation of task–reward associations D Wisniewski, C Reverberi, I Momennejad, T Kahnt, JD Haynes Journal of Neuroscience 35 (36), 12355-12365, 2015	71	2015
Anxiety, avoidance, and sequential evaluation S Zorowitz, I Momennejad, ND Daw Computational Psychiatry (Cambridge, Mass.) 4, 2020	37	2020
Predictive representations in hippocampal and prefrontal hierarchies IK Brunec, I Momennejad Journal of Neuroscience 42 (2), 299-312, 2022	35	2022
Predicting the future with multi-scale successor representations I Momennejad, MW Howard BioRxiv, 449470, 2018	34	2018
Bridge ties bind collective memories I Momennejad, A Duker, A Coman Nature communications 10 (1), 1578, 2019	30	2019
Collective minds: social network topology shapes collective cognition I Momennejad Philosophical Transactions of the Royal Society B 377 (1843), 20200315, 2022	26	2022
Navigation turing test (NTT): Learning to evaluate human-like navigation S Devlin, R Georgescu, I Momennejad, J Rzepecki, E Zuniga, G Costello, ... International Conference on Machine Learning, 2644-2653, 2021	15	2021
Neural evidence for the successor representation in choice evaluation EM Russek, I Momennejad, MM Botvinick, SJ Gershman, ND Daw bioRxiv, 2021.08. 29.458114, 2021	13	2021
Computational justice: simulating structural bias and interventions I Momennejad, S Sinclair, M Cikara BioRxiv, 776211, 2019	7	2019
Interaction-grounded learning T Xie, J Langford, P Mineiro, I Momennejad International Conference on Machine Learning, 11414-11423, 2021	5	2021
Imitating human behaviour with diffusion models T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ... arXiv preprint arXiv:2301.10677, 2023	4	2023
Representations of temporal community structure in hippocampus and precuneus predict inductive reasoning decisions A Pudhiyidath, NW Morton, R Viveros Duran, AC Schapiro, I Momennejad, ... Journal of Cognitive Neuroscience 34 (10), 1736-1760, 2022	4	2022
Towards evaluating adaptivity of model-based reinforcement learning methods Y Wan, A Rahimi-Kalahroudi, J Rajendran, I Momennejad, S Chandar, ... International Conference on Machine Learning, 22536-22561, 2022	4	2022

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