Joel Z. Leibo, Ph.D. - Publications

Affiliations: 
Brain & Cognitive Sciences Massachusetts Institute of Technology, Cambridge, MA, United States 
Area:
Computational Neuroscience
Website:
http://www.jzleibo.com

19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Lee JH, Leibo JZ, An SJ, Lee SW. Importance of prefrontal meta control in human-like reinforcement learning. Frontiers in Computational Neuroscience. 16: 1060101. PMID 36618272 DOI: 10.3389/fncom.2022.1060101  0.577
2022 Leibo JZ, Vezhnevets AS, Eckstein MK, Agapiou JP, Duéñez-Guzmán EA. Learning agents that acquire representations of social groups. The Behavioral and Brain Sciences. 45: e111. PMID 35796369 DOI: 10.1017/S0140525X21001357  0.328
2022 Yaman A, Bredeche N, Çaylak O, Leibo JZ, Lee SW. Meta-control of social learning strategies. Plos Computational Biology. 18: e1009882. PMID 35226667 DOI: 10.1371/journal.pcbi.1009882  0.557
2020 Bachrach Y, Everett R, Hughes E, Lazaridou A, Leibo JZ, Lanctot M, Johanson M, Czarnecki WM, Graepel T. Negotiating Team Formation Using Deep Reinforcement Learning Artificial Intelligence. 288: 103356. DOI: 10.1016/J.Artint.2020.103356  0.332
2019 Lee JH, Seymour B, Leibo JZ, An SJ, Lee SW. Toward high-performance, memory-efficient, and fast reinforcement learning-Lessons from decision neuroscience. Science Robotics. 4. PMID 33137757 DOI: 10.1126/scirobotics.aav2975  0.562
2019 Jaderberg M, Czarnecki WM, Dunning I, Marris L, Lever G, Castañeda AG, Beattie C, Rabinowitz NC, Morcos AS, Ruderman A, Sonnerat N, Green T, Deason L, Leibo JZ, Silver D, et al. Human-level performance in 3D multiplayer games with population-based reinforcement learning. Science (New York, N.Y.). 364: 859-865. PMID 31147514 DOI: 10.1126/Science.Aau6249  0.409
2018 Wang JX, Kurth-Nelson Z, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M. Prefrontal cortex as a meta-reinforcement learning system. Nature Neuroscience. PMID 29760527 DOI: 10.1038/S41593-018-0147-8  0.388
2017 Botvinick M, Barrett DGT, Battaglia P, de Freitas N, Kumaran D, Leibo JZ, Lillicrap T, Modayil J, Mohamed S, Rabinowitz NC, Rezende DJ, Santoro A, Schaul T, Summerfield C, Wayne G, et al. Building machines that learn and think for themselves. The Behavioral and Brain Sciences. 40: e255. PMID 29342685 DOI: 10.1017/S0140525X17000048  0.391
2016 Leibo JZ, Liao Q, Anselmi F, Freiwald WA, Poggio T. View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head Orientation. Current Biology : Cb. PMID 27916522 DOI: 10.1016/J.Cub.2016.10.015  0.683
2015 Leibo JZ, Liao Q, Anselmi F, Poggio T. The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex. Plos Computational Biology. 11: e1004390. PMID 26496457 DOI: 10.1371/Journal.Pcbi.1004390  0.644
2014 Isik L, Meyers EM, Leibo JZ, Poggio T. The dynamics of invariant object recognition in the human visual system. Journal of Neurophysiology. 111: 91-102. PMID 24089402 DOI: 10.1152/Jn.00394.2013  0.649
2014 Anselmi F, Leibo JZ, Rosasco L, Mutch J, Tacchetti A, Poggio T. Unsupervised learning of invariant representations Theoretical Computer Science. DOI: 10.1016/J.Tcs.2015.06.048  0.724
2014 Leibo JZ, Liao Q, Poggio T. Subtasks of unconstrained face recognition Visapp 2014 - Proceedings of the 9th International Conference On Computer Vision Theory and Applications. 2: 113-121.  0.473
2013 Tan C, Leibo JZ, Poggio T. Throwing down the visual intelligence gauntlet Studies in Computational Intelligence. 411: 1-15. DOI: 10.1007/978-3-642-28661-2-1  0.704
2013 Liao Q, Leibo JZ, Poggio T. Learning invariant representations and applications to face verification Advances in Neural Information Processing Systems 0.588
2012 Isik L, Leibo JZ, Poggio T. Learning and disrupting invariance in visual recognition with a temporal association rule. Frontiers in Computational Neuroscience. 6: 37. PMID 22754523 DOI: 10.3389/Fncom.2012.00037  0.745
2011 Leibo JZ, Mutch J, Poggio T. Learning to discount transformations as the computational goal of visual cortex Nature Precedings. DOI: 10.1038/Npre.2011.6078.1  0.652
2011 Leibo JZ, Mutch J, Poggio T. How can cells in the anterior medial face patch be viewpoint invariant Nature Precedings. 6: 1-1. DOI: 10.1038/Npre.2011.5845.1  0.556
2011 Leibo JZ, Mutch J, Poggio T. Why the brain separates face recognition from object recognition Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.507
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