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
Katja HofmannMicrosoft ResearchVerified email at microsoft.com
Sam DevlinMicrosoft Research CambridgeVerified email at microsoft.com
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
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
Harm van SeijenSony AIVerified email at sony.com
Thorsten KahntNIDA Intramural Research ProgramVerified email at nih.gov
Guy LeroyMachine Learning Engineer at TikTokVerified email at tiktok.com
John LangfordMicrosoft Research New YorkVerified email at hunch.net

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	439	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	346	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	165	2016
Learning structures: predictive representations, replay, and generalization I Momennejad Current Opinion in Behavioral Sciences 32, 155-166, 2020	151	2020
Offline replay supports planning in human reinforcement learning I Momennejad, AR Otto, ND Daw, KA Norman elife 7, e32548, 2018	141*	2018
Human anterior prefrontal cortex encodes the ‘what’and ‘when’of future intentions I Momennejad, JD Haynes Neuroimage 61 (1), 139-148, 2012	134	2012
Imitating human behaviour with diffusion models T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ... arXiv preprint arXiv:2301.10677, 2023	133	2023
Predictive representations in hippocampal and prefrontal hierarchies IK Brunec, I Momennejad Journal of Neuroscience 42 (2), 299-312, 2022	82	2022
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	82	2015
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	81	2013
Anxiety, avoidance, and sequential evaluation S Zorowitz, I Momennejad, ND Daw Computational Psychiatry (Cambridge, Mass.) 4, 2020	64	2020
Collective minds: social network topology shapes collective cognition I Momennejad Philosophical Transactions of the Royal Society B 377 (1843), 20200315, 2022	63	2022
Bridge ties bind collective memories I Momennejad, A Duker, A Coman Nature communications 10 (1), 1578, 2019	55	2019
Predicting the future with multi-scale successor representations I Momennejad, MW Howard BioRxiv, 449470, 2018	55	2018
Evaluating cognitive maps and planning in large language models with CogEval I Momennejad, H Hasanbeig, F Vieira Frujeri, H Sharma, N Jojic, ... Advances in Neural Information Processing Systems 36, 2024	36	2024
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	27	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	20	2021
A rubric for human-like agents and NeuroAI I Momennejad Philosophical Transactions of the Royal Society B 378 (1869), 20210446, 2023	18	2023
Navigates like me: Understanding how people evaluate human-like AI in video games S Milani, A Juliani, I Momennejad, R Georgescu, J Rzepecki, A Shaw, ... Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023	17*	2023
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

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