Ida Momennejad

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Nathaniel D. DawHuo Professor of Computational and Theoretical Neuroscience, Princeton 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
Samuel GershmanProfessor, Harvard UniversityVerified email at fas.harvard.edu
Matthew BotvinickGoogle DeepMind, Yale Law School, University College LondonVerified email at google.com
Evan M. RussekPrinceton UniversityVerified email at princeton.edu
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton UniversityVerified email at princeton.edu
Sam DevlinMicrosoft Research CambridgeVerified email at microsoft.com
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Jin Hyun CheongDartmouth CollegeVerified email at dartmouth.edu
David WisniewskiGhent UniversityVerified email at ugent.be
Ajua DukerPhD student, Yale UniversityVerified email at yale.edu
Carlo ReverberiUniversità Milano - Bicocca, and Milan Center for Neuroscience, Milano, ItalyVerified email at unimib.it
Iva K. BrunecUniversity of Pennsylvania; Temple UniversityVerified email at sas.upenn.edu
Andra GeanaBrown universityVerified email at brown.edu
Jaroslaw RzepeckiHead of Software Engineering, Monumo LtdVerified email at monumo.com
Ross OttoDepartment of Psychology, McGill UniversityVerified email at mcgill.ca
Thorsten KahntNIDA Intramural Research ProgramVerified email at nih.gov
Harm van SeijenMicrosoft ResearchVerified email at microsoft.com
Guy LeroyMachine Learning Engineer at TikTokVerified email at tiktok.com
Sam ZorowitzClinical biostatistician, National Institute of Mental HealthVerified email at nih.gov

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	382	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	304	2017
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	142	2016
Human anterior prefrontal cortex encodes the ‘what’and ‘when’of future intentions I Momennejad, JD Haynes Neuroimage 61 (1), 139-148, 2012	130	2012
Learning structures: predictive representations, replay, and generalization I Momennejad Current Opinion in Behavioral Sciences 32, 155-166, 2020	124	2020
Offline replay supports planning in human reinforcement learning I Momennejad, AR Otto, ND Daw, KA Norman elife 7, e32548, 2018	124*	2018
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	78	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	76	2015
Predictive representations in hippocampal and prefrontal hierarchies IK Brunec, I Momennejad Journal of Neuroscience 42 (2), 299-312, 2022	64	2022
Imitating human behaviour with diffusion models T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ... arXiv preprint arXiv:2301.10677, 2023	51	2023
Anxiety, avoidance, and sequential evaluation S Zorowitz, I Momennejad, ND Daw Computational Psychiatry (Cambridge, Mass.) 4, 2020	51	2020
Bridge ties bind collective memories I Momennejad, A Duker, A Coman Nature communications 10 (1), 1578, 2019	45	2019
Collective minds: social network topology shapes collective cognition I Momennejad Philosophical Transactions of the Royal Society B 377 (1843), 20200315, 2022	43	2022
Predicting the future with multi-scale successor representations I Momennejad, MW Howard BioRxiv, 449470, 2018	41	2018
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	19	2021
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	17	2022
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	16	2021
A rubric for human-like agents and NeuroAI I Momennejad Philosophical Transactions of the Royal Society B 378 (1869), 20210446, 2023	10	2023
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	10	2022
Computational justice: simulating structural bias and interventions I Momennejad, S Sinclair, M Cikara BioRxiv, 776211, 2019	8	2019

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