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Luisa Zintgraf
Research Scientist, Google DeepMind
Joined
November 2016
Names
Luisa Zintgraf
(Preferred)
,
Luisa M Zintgraf
,
Luisa M. Zintgraf
Emails
****@gmail.com
(Confirmed)
,
****@cs.ox.ac.uk
(Confirmed)
,
****@deepmind.com
(Confirmed)
,
****@google.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Research Scientist
Google DeepMind
(google.com)
2022
–
Present
PhD student
University of Oxford
(ox.ac.uk)
2017
–
2022
Research Intern
DeepMind
(deepmind.com)
2021
–
2021
Research Intern
Microsoft
(microsoft.com)
2020
–
2020
Research Assistant
Vrije Universiteit Brussel
(vub.ac.be)
2016
–
2017
MS student
University of Amsterdam
(uva.nl)
2013
–
2015
Advisors, Relations & Conflicts
PhD Advisor
Shimon Whiteson
2017
–
2022
PhD Advisor
Katja Hofmann
2017
–
2022
Expertise
deep learning
,
reinforcement learning
Present
reinforcement learning
,
meta learning
Present
deep learning
,
meta learning
Present
Publications
DataRater: Meta-Learned Dataset Curation
Dan A. Calian
,
Gregory Farquhar
,
Iurii Kemaev
,
Luisa Zintgraf
,
Matteo Hessel
,
Jeremy Shar
,
Junhyuk Oh
,
András György
,
Tom Schaul
,
Jeff Dean
,
Hado van Hasselt
,
David Silver
NeurIPS 2025 poster
Readers:
Everyone
Scalable Meta-Learning via Mixed-Mode Differentiation
Iurii Kemaev
,
Dan A. Calian
,
Luisa M Zintgraf
,
Gregory Farquhar
,
Hado van Hasselt
ICML 2025 poster
Readers:
Everyone
A Tutorial on Meta-Reinforcement Learning
Jacob Beck
,
Risto Vuorio
,
Evan Zheran Liu
,
Zheng Xiong
,
Luisa M. Zintgraf
,
Chelsea Finn
,
Shimon Whiteson
Found. Trends Mach. Learn. 2025
Readers:
Everyone
A practical guide to multi-objective reinforcement learning and planning
Conor F. Hayes
,
Roxana Radulescu
,
Eugenio Bargiacchi
,
Johan Källström
,
Matthew Macfarlane
,
Mathieu Reymond
,
Timothy Verstraeten
,
Luisa M. Zintgraf
,
Richard Dazeley
,
Fredrik Heintz
,
Enda Howley
,
Athirai A. Irissappane
,
Patrick Mannion
,
Ann Nowé
,
Gabriel de Oliveira Ramos
,
Marcello Restelli
,
Peter Vamplew
,
Diederik M. Roijers
Published: 01 Jan 2022, Last Modified: 03 May 2023
Auton. Agents Multi Agent Syst. 2022
Readers:
Everyone
On the Practical Consistency of Meta-Reinforcement Learning Algorithms
Zheng Xiong
,
Luisa M Zintgraf
,
Jacob Austin Beck
,
Risto Vuorio
,
Shimon Whiteson
Published: 10 Dec 2021, Last Modified: 30 Dec 2025
NeurIPS 2021 Workshop MetaLearn Poster
Readers:
Everyone
Communicating via Markov Decision Processes
Samuel Sokota
,
Christian Schroeder de Witt
,
Maximilian Igl
,
Luisa M Zintgraf
,
Philip Torr
,
J Zico Kolter
,
Shimon Whiteson
,
Jakob Nicolaus Foerster
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Milad Alizadeh
,
Shyam A. Tailor
,
Luisa M Zintgraf
,
Joost van Amersfoort
,
Sebastian Farquhar
,
Nicholas Donald Lane
,
Yarin Gal
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Poster
Readers:
Everyone
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning
Luisa M Zintgraf
,
Leo Feng
,
Cong Lu
,
Maximilian Igl
,
Kristian Hartikainen
,
Katja Hofmann
,
Shimon Whiteson
29 Aug 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning
Luisa M. Zintgraf
,
Leo Feng
,
Cong Lu
,
Maximilian Igl
,
Kristian Hartikainen
,
Katja Hofmann
,
Shimon Whiteson
2021 (modified: 13 Oct 2021)
ICML 2021
Readers:
Everyone
VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning
Luisa M. Zintgraf
,
Sebastian Schulze
,
Cong Lu
,
Leo Feng
,
Maximilian Igl
,
Kyriacos Shiarlis
,
Yarin Gal
,
Katja Hofmann
,
Shimon Whiteson
2021 (modified: 21 Apr 2023)
J. Mach. Learn. Res. 2021
Readers:
Everyone
View all 16 publications
Co-Authors
András György
Ann Nowé
Athirai A. Irissappane
Cecily Morrison
Chelsea Finn
Christian Schroeder de Witt
Cong Lu
Conor F. Hayes
Dan A. Calian
Daniela Massiceti
David Silver
Diederik M. Roijers
Edward Cutrell
Enda Howley
Eugenio Bargiacchi
Evan Zheran Liu
Frank Wood
Fredrik Heintz
Gabriel de Oliveira Ramos
Gregory Farquhar
Hado van Hasselt
Iurii Kemaev
J Zico Kolter
Jacob Austin Beck
Jacob Beck
View all 67 co-authors