Jessica B. Hamrick

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Peter BattagliaResearch Scientist, DeepMindAdresse e-mail validée de google.com
Fernando PerezAssociate Researcher, UC BerkeleyAdresse e-mail validée de berkeley.edu
Matthias BussonnierUC BerkeleyAdresse e-mail validée de berkeley.edu
Brian E. GrangerCalifornia Polytechnic State University, San Luis ObispoAdresse e-mail validée de calpoly.edu
Benjamin Ragan-KelleySenior Research EngineerAdresse e-mail validée de simula.no
Carol WillingProject Jupyter; PythonAdresse e-mail validée de willingconsulting.com
Kyle KelleynteractAdresse e-mail validée de nteract.io
Joshua B. TenenbaumMITAdresse e-mail validée de mit.edu
Sylvain CorlayQuantStackAdresse e-mail validée de quantstack.net
Paul Ivanovpast: Software Engineer @ Citadel, Noteable, Bloomberg, Disqus. Graduate student @ UC BerkeleyAdresse e-mail validée de berkeley.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityAdresse e-mail validée de princeton.edu
Jason GroutAdresse e-mail validée de jasongrout.org
Theophane WeberResearch Scientist at DeepMindAdresse e-mail validée de google.com
Alvaro Sanchez GonzalezGoogle DeepMindAdresse e-mail validée de google.com
Victor BapstGoethe Universität, FrankfurtAdresse e-mail validée de math.uni-frankfurt.de
Lars BuesingGoogle DeepMindAdresse e-mail validée de google.com
Kimberly Lauren StachenfeldResearch Scientist, Google DeepMindAdresse e-mail validée de google.com
Anca D DraganAssistant Professor at UC Berkeley // Director, AI Safety and Alignment, Google DeepMindAdresse e-mail validée de berkeley.edu
Chang LiuPeking UniversityAdresse e-mail validée de pku.edu.cn
Shankar SastryUniversity of CaliforniaAdresse e-mail validée de berkeley.edu

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Jessica B. Hamrick

Research Scientist at DeepMind

Adresse e-mail validée de google.com - Page d'accueil

cognitive science AI machine learning mental simulation model-based RL


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Jupyter Notebooks–a publishing format for reproducible computational workflows T Kluyver, B Ragan-Kelley, F Pérez, B Granger, M Bussonnier, J Frederic, ... Positioning and power in academic publishing: Players, agents and agendas, 87-90, 2016	5323*	2016
Relational inductive biases, deep learning, and graph networks PW Battaglia, JB Hamrick, V Bapst, A Sanchez-Gonzalez, V Zambaldi, ... arXiv preprint arXiv:1806.01261, 2018	4202	2018
Simulation as an engine of physical scene understanding PW Battaglia, JB Hamrick, JB Tenenbaum Proceedings of the National Academy of Sciences 110 (45), 18327-18332, 2013	1018	2013
psiTurk: An open-source framework for conducting replicable behavioral experiments online TM Gureckis, J Martin, J McDonnell, AS Rich, D Markant, A Coenen, ... Behavioral Research Methods, 2015	311	2015
Relational inductive bias for physical construction in humans and machines JB Hamrick, KR Allen, V Bapst, T Zhu, KR McKee, JB Tenenbaum, ... Proceedings of the 40th Annual Conference of the Cognitive Science Society, 2018	144	2018
Inferring mass in complex scenes by mental simulation JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum Cognition 157, 61-76, 2016	130	2016
Structured agents for physical construction V Bapst, A Sanchez-Gonzalez, C Doersch, KL Stachenfeld, P Kohli, ... Proceedings of the International Conference on Machine Learning (ICML 2019), 2019	121	2019
Internal physics models guide probabilistic judgments about object dynamics JB Hamrick, PW Battaglia, JB Tenenbaum Proceedings of the 33rd Annual Conference of the Cognitive Science Society, 2011	121	2011
Analogues of mental simulation and imagination in deep learning JB Hamrick Current Opinion in Behavioral Sciences 29, 8-16, 2019	108	2019
Pragmatic-Pedagogic Value Alignment JF Fisac, MA Gates, JB Hamrick, C Liu, D Hadfield-Menell, ... Proceedings of the International Symposium on Robotics Research (ISRR 2017), 2017	104	2017
On the role of planning in model-based deep reinforcement learning JB Hamrick, AL Friesen, F Behbahani, A Guez, F Viola, S Witherspoon, ... arXiv preprint arXiv:2011.04021, 2020	92	2020
Jupyter development team T Kluyver, B Ragan-Kelley, F Pérez, B Granger, M Bussonnier, J Frederic, ... Jupyter Notebooks Publ format Reprod Comput Work ELPUB 2016, 87-90, 2016	89	2016
Goal inference improves objective and perceived performance in human-robot collaboration C Liu, JB Hamrick, JF Fisac, AD Dragan, JK Hedrick, SS Sastry, ... Proceedings of the 15th International Conference on Autonomous Agents and …, 2016	78	2016
Metacontrol for Adaptive Imagination-Based Optimization JB Hamrick, AJ Ballard, R Pascanu, O Vinyals, N Heess, PW Battaglia Proceedings of the 5th International Conference on Learning Representations …, 2017	76	2017
Algorithm selection by rational metareasoning as a model of human strategy selection F Lieder, D Plunkett, JB Hamrick, SJ Russell, NJ Hay, TL Griffiths Advances in Neural Information Processing Systems 27, 2014	65	2014
Combining Q-Learning and Search with Amortized Value Estimates JB Hamrick, V Bapst, A Sanchez-Gonzalez, T Pfaff, T Weber, L Buesing, ... Proceedings of the International Conference on Learning Representations …, 2020	63	2020
Relevant and robust: A response to Marcus and Davis (2013) ND Goodman, MC Frank, TL Griffiths, JB Tenenbaum, PW Battaglia, ... Psychological science 26 (4), 539-541, 2015	60	2015
Think again? The amount of mental simulation tracks uncertainty in the outcome JB Hamrick, KA Smith, TL Griffiths, E Vul Proceedings of the 37th Annual Conference of the Cognitive Science Society, 2015	60	2015
Physical design using differentiable learned simulators KR Allen, T Lopez-Guevara, K Stachenfeld, A Sanchez-Gonzalez, ... arXiv preprint arXiv:2202.00728, 2022	50	2022
nbgrader: A tool for creating and grading assignments in the Jupyter Notebook DS Blank, D Bourgin, A Brown, M Bussonnier, J Frederic, B Granger, ... The Journal of Open Source Education 2 (11), 2019	49	2019

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