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Pedro A Ortega
Researcher, DeepMind
Joined
March 2019
Names
Pedro A Ortega
(Preferred)
,
Pedro Ortega
,
Pedro A. Ortega
,
Pedro Alejandro Ortega
Emails
****@seas.upenn.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@google.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
DeepMind
(deepmind.com)
2016
–
Present
Postdoc
University of Pennsylvania
(upenn.edu)
2013
–
2016
Postdoc
Hebrew University, Hebrew University of Jerusalem
(cs.huji.ac.il)
2013
–
2013
Postdoc
Max-Planck Institute
(mpg.de)
2011
–
2013
PhD student
University of Cambridge
(cam.ac.uk)
2006
–
2011
Advisors, Relations & Conflicts
No relations added
Expertise
No areas of expertise listed
Publications
Neural Networks and the Chomsky Hierarchy
Gregoire Deletang
,
Anian Ruoss
,
Jordi Grau-Moya
,
Tim Genewein
,
Li Kevin Wenliang
,
Elliot Catt
,
Chris Cundy
,
Marcus Hutter
,
Shane Legg
,
Joel Veness
,
Pedro A Ortega
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 notable top 25%
Readers:
Everyone
Your Policy Regularizer is Secretly an Adversary
Rob Brekelmans
,
Tim Genewein
,
Jordi Grau-Moya
,
Gregoire Detetang
,
Markus Kunesch
,
Shane Legg
,
Pedro A Ortega
Accepted by TMLR
Readers:
Everyone
Stochastic Approximation of Gaussian Free Energy for Risk-Sensitive Reinforcement Learning
Grégoire Delétang
,
Jordi Grau-Moya
,
Markus Kunesch
,
Tim Genewein
,
Rob Brekelmans
,
Shane Legg
,
Pedro A Ortega
21 May 2021 (modified: 05 May 2023)
NeurIPS 2021 Submitted
Readers:
Everyone
Action and Perception as Divergence Minimization
Danijar Hafner
,
Pedro A Ortega
,
Jimmy Ba
,
Thomas Parr
,
Karl Friston
,
Nicolas Heess
28 Sept 2020 (modified: 12 Oct 2025)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
Natasha Jaques
,
Angeliki Lazaridou
,
Edward Hughes
,
Çaglar Gülçehre
,
Pedro A. Ortega
,
DJ Strouse
,
Joel Z. Leibo
,
Nando de Freitas
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Human Decision-Making under Limited Time
Pedro A. Ortega
,
Alan A. Stocker
2016 (modified: 11 Nov 2022)
NIPS 2016
Readers:
Everyone
Bayesian Reinforcement Learning with Behavioral Feedback
Teakgyu Hong
,
Jongmin Lee
,
Kee-Eung Kim
,
Pedro A. Ortega
,
Daniel D. Lee
2016 (modified: 16 Jul 2019)
IJCAI 2016
Readers:
Everyone
An Adversarial Interpretation of Information-Theoretic Bounded Rationality
Pedro A. Ortega
,
Daniel D. Lee
2014 (modified: 16 Jul 2019)
AAAI 2014
Readers:
Everyone
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
Pedro A. Ortega
,
Jordi Grau-Moya
,
Tim Genewein
,
David Balduzzi
,
Daniel A. Braun
2012 (modified: 11 Nov 2022)
NIPS 2012
Readers:
Everyone
Co-Authors
Alan A. Stocker
Angeliki Lazaridou
Anian Ruoss
Chris Cundy
DJ Strouse
Daniel A. Braun
Daniel D. Lee
Danijar Hafner
David Balduzzi
Edward Hughes
Elliot Catt
Gregoire Deletang
Gregoire Detetang
Grégoire Delétang
Jimmy Ba
Joel Veness
Joel Z. Leibo
Jongmin Lee
Jordi Grau-Moya
Karl Friston
Kee-Eung Kim
Li Kevin Wenliang
Marcus Hutter
Markus Kunesch
Nando de Freitas
View all 33 co-authors