Pedro A. Ortega - Google Scholar

Cited by

	All	Since 2015
Citations	1296	929
h-index	18	15
i10-index	33	26

240

120

180

20082009201020112012201320142015201620172018201920209 15 20 40 67 103 102 134 105 109 156 224 188

Co-authors

Daniel Alexander BraunProfessor, Ulm UniversityVerified email at uni-ulm.de
Edward HughesSenior Research Engineer, DeepMindVerified email at google.com
Nando de FreitasCIFAR & DeepMindVerified email at google.com
Daniel D. LeeTisch University Professor of ECE, Cornell Tech and Executive Vice President, Samsung ResearchVerified email at alum.mit.edu
Tom EverittResearch Scientist at DeepmindVerified email at google.com
Daniel WolpertProfessor of Neuroscience, Columbia UniversityVerified email at columbia.edu
Alan A StockerUniversity of PennsylvaniaVerified email at psych.upenn.edu
Jordi Grau-MoyaResearch Scientist at Google DeepMindVerified email at google.com
Silvia ChiappaStaff Research Scientist, DeepMindVerified email at google.com
Zeb Kurth-NelsonDeepMind, UCLVerified email at google.com
Jane WangResearch Scientist, DeepMindVerified email at google.com
Matthew BotvinickDirector of Neuroscience Research, Team Lead in AI Research, DeepMindVerified email at google.com
Natasha JaquesMassachusetts Institute of TechnologyVerified email at mit.edu
DJ StrouseDeepMindVerified email at google.com
Angeliki LazaridouResearch Scientist, DeepMindVerified email at google.com
Joel Z LeiboResearch scientistVerified email at google.com
Caglar GulcehreResearch Scientist at Deepmind and PhD from MILAVerified email at iro.umontreal.ca
Nicolas HeessDeepMindVerified email at google.com
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Laurent OrseauResearch Scientist at Google DeepMindVerified email at agroparistech.fr

Pedro A. Ortega

Google - DeepMind

Verified email at google.com - Homepage

machine learning artificial intelligence information theory causality AI safety


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Thermodynamics as a theory of decision-making with information-processing costs PA Ortega, DA Braun Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2013	146	2013
AI safety gridworlds J Leike, M Martic, V Krakovna, PA Ortega, T Everitt, A Lefrancq, L Orseau, ... arXiv preprint arXiv:1711.09883, 2017	131	2017
A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile. PA Ortega, CJ Figueroa, GA Ruz DMIN 6, 26-29, 2006	109	2006
Nash equilibria in multi-agent motor interactions DA Braun, PA Ortega, DM Wolpert PLoS Comput Biol 5 (8), e1000468, 2009	98	2009
Laser‐fired contact optimization in c‐Si solar cells P Ortega, A Orpella, I Martín, M Colina, G López, C Voz, MI Sánchez, ... Progress in Photovoltaics: Research and Applications 20 (2), 173-180, 2012	61	2012
A minimum relative entropy principle for learning and acting PA Ortega, DA Braun Journal of Artificial Intelligence Research 38, 475-511, 2010	57	2010
Information, utility and bounded rationality DA Ortega, PA Braun International Conference on Artificial General Intelligence, 269-274, 2011	50	2011
Path integral control and bounded rationality DA Braun, PA Ortega, E Theodorou, S Schaal 2011 IEEE symposium on adaptive dynamic programming and reinforcement …, 2011	49	2011
Social influence as intrinsic motivation for multi-agent deep reinforcement learning N Jaques, A Lazaridou, E Hughes, C Gulcehre, P Ortega, DJ Strouse, ... International Conference on Machine Learning, 3040-3049, 2019	44	2019
Laser processing of Al₂O₃/a‐SiC_x:H stacks: a feasible solution for the rear surface of high‐efficiency p‐type c‐Si solar cells I Martín, P Ortega, M Colina, A Orpella, G López, R Alcubilla Progress in Photovoltaics: Research and Applications 21 (5), 1171-1175, 2013	36	2013
Generalized Thompson sampling for sequential decision-making and causal inference PA Ortega, DA Braun Complex Adaptive Systems Modeling 2 (2), 2014	35	2014
Intrinsic social motivation via causal influence in multi-agent RL N Jaques, A Lazaridou, E Hughes, C Gulcehre, PA Ortega, DJ Strouse, ...	26	2018
Human decision-making under limited time PA Ortega, AA Stocker Advances in Neural Information Processing Systems, 100-108, 2016	25	2016
Motor coordination: when two have to act as one DA Braun, PA Ortega, DM Wolpert Experimental brain research 211 (3-4), 631-641, 2011	24	2011
-type emitter surface passivation in solar cells by means of antireflective amorphous silicon carbide layers R Ferre, I Martín, P Ortega, M Vetter, I Torres, R Alcubilla Journal of applied physics 100 (7), 073703, 2006	24	2006
A bayesian rule for adaptive control based on causal interventions PA Ortega, DA Braun arXiv preprint arXiv:0911.5104, 2009	21	2009
Meta reinforcement learning as task inference J Humplik, A Galashov, L Hasenclever, PA Ortega, YW Teh, N Heess arXiv preprint arXiv:1905.06424, 2019	20	2019
A conversion between utility and information PA Ortega, DA Braun Proceedings of the Third Conference on Artificial General Intelligence, 115-120, 2009	19	2009
Causal reasoning from meta-reinforcement learning I Dasgupta, J Wang, S Chiappa, J Mitrovic, P Ortega, D Raposo, ... arXiv preprint arXiv:1901.08162, 2019	18	2019
Risk-sensitivity in Bayesian sensorimotor integration J Grau-Moya, PA Ortega, DA Braun PLoS Comput Biol 8 (9), e1002698, 2012	18	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors