Jessica B. Hamrick

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Peter BattagliaResearch Scientist, DeepMindDirección de correo verificada de google.com
Fernando PerezAssociate Researcher, UC BerkeleyDirección de correo verificada de berkeley.edu
Matthias BussonnierUC BerkeleyDirección de correo verificada de berkeley.edu
Brian E. GrangerCalifornia Polytechnic State University, San Luis ObispoDirección de correo verificada de calpoly.edu
Benjamin Ragan-KelleySenior Research EngineerDirección de correo verificada de simula.no
Carol WillingProject Jupyter; PythonDirección de correo verificada de willingconsulting.com
Kyle KelleynteractDirección de correo verificada de nteract.io
Joshua B. TenenbaumMITDirección de correo verificada de mit.edu
Sylvain CorlayQuantStackDirección de correo verificada de quantstack.net
Paul Ivanovpast: Software Engineer @ Citadel, Noteable, Bloomberg, Disqus. Graduate student @ UC BerkeleyDirección de correo verificada de berkeley.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityDirección de correo verificada de princeton.edu
Jason GroutDirección de correo verificada de jasongrout.org
Theophane WeberResearch Scientist at DeepMindDirección de correo verificada de google.com
Alvaro Sanchez GonzalezGoogle DeepMindDirección de correo verificada de google.com
Victor BapstGoethe Universität, FrankfurtDirección de correo verificada de math.uni-frankfurt.de
Lars BuesingGoogle DeepMindDirección de correo verificada de google.com
Kimberly Lauren StachenfeldResearch Scientist, Google DeepMindDirección de correo verificada de google.com
Anca D DraganAssistant Professor at UC Berkeley // Director, AI Safety and Alignment, Google DeepMindDirección de correo verificada de berkeley.edu
Chang LiuPeking UniversityDirección de correo verificada de pku.edu.cn
Shankar SastryUniversity of CaliforniaDirección de correo verificada de berkeley.edu

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Jessica B. Hamrick

Research Scientist at DeepMind

Dirección de correo verificada de google.com - Página principal

cognitive science AI machine learning mental simulation model-based RL


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	5042*	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	4009	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	990	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	307	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	141	2018
Inferring mass in complex scenes by mental simulation JB Hamrick, PW Battaglia, TL Griffiths, JB Tenenbaum Cognition 157, 61-76, 2016	127	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	118	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	117	2011
Analogues of mental simulation and imagination in deep learning JB Hamrick Current Opinion in Behavioral Sciences 29, 8-16, 2019	104	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	103	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	88	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	88	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
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	74	2016
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	63	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	61	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	61	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	57	2015
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	46	2019
Generating plans that predict themselves JF Fisac, C Liu, JB Hamrick, SS Sastry, JK Hedrick, TL Griffiths, ... Proceedings of the 12th International Workshop on the Algorithmic …, 2018	45	2018

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