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Risto Vuorio
Joined
September 2018
Names
Risto Vuorio
(Preferred)
,
Risto Ilkka Antero Vuorio
Emails
****@gmail.com
(Confirmed)
,
****@cs.ox.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
PhD student
Department of Computer Science, University of Oxford
(cs.ox.ac.uk)
2020
–
2025
Intern
Waymo
(waymo.com)
2024
–
2024
Intern
QualComm
(qualcomm.com)
2022
–
2022
Researcher
University of Michigan
(umich.edu)
2018
–
2020
Researcher
SK Telecom
(sktbrain.com)
2017
–
2018
MS student
Aalto University
(aalto.fi)
2015
–
2016
Advisors, Relations & Conflicts
PhD Advisor
Shimon Whiteson
2020
–
2024
Expertise
Imitation learning
2022
–
Present
Meta-learning
2018
–
Present
Deep reinforcement learning
2017
–
Present
Publications
A Survey of Meta-Reinforcement Learning
Jacob Beck
,
Risto Vuorio
,
Evan Zheran Liu
,
Zheng Xiong
,
Luisa M. Zintgraf
,
Chelsea Finn
,
Shimon Whiteson
Published: 01 Jan 2023, Last Modified: 13 May 2023
CoRR 2023
Readers:
Everyone
Deconfounded Imitation Learning
Risto Vuorio
,
Pim De Haan
,
Johann Brehmer
,
Hanno Ackermann
,
Daniel Dijkman
,
Taco Cohen
08 Oct 2022 (modified: 05 May 2023)
Deep RL Workshop 2022
Readers:
Everyone
Hypernetworks in Meta-Reinforcement Learning
Jacob Beck
,
Matthew Thomas Jackson
,
Risto Vuorio
,
Shimon Whiteson
Published: 10 Sept 2022, Last Modified: 05 May 2023
CoRL 2022 Poster
Readers:
Everyone
Adaptive Pairwise Weights for Temporal Credit Assignment
Zeyu Zheng
,
Risto Vuorio
,
Richard L. Lewis
,
Satinder Singh
2022 (modified: 17 Apr 2023)
AAAI 2022
Readers:
Everyone
An Investigation of the Bias-Variance Tradeoff in Meta-Gradients
Risto Vuorio
,
Jacob Beck
,
Shimon Whiteson
,
Jakob N. Foerster
,
Gregory Farquhar
2022 (modified: 21 Apr 2023)
CoRR 2022
Readers:
Everyone
Deconfounded Imitation Learning
Risto Vuorio
,
Johann Brehmer
,
Hanno Ackermann
,
Daniel Dijkman
,
Taco Cohen
,
Pim de Haan
Published: 01 Jan 2022, Last Modified: 09 May 2023
CoRR 2022
Readers:
Everyone
Hypernetworks in Meta-Reinforcement Learning
Jacob Beck
,
Matthew Thomas Jackson
,
Risto Vuorio
,
Shimon Whiteson
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Hypernetworks in Meta-Reinforcement Learning
Jacob Beck
,
Matthew Thomas Jackson
,
Risto Vuorio
,
Shimon Whiteson
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRL 2022
Readers:
Everyone
No DICE: An Investigation of the Bias-Variance Tradeoff in Meta-Gradients
Risto Vuorio
,
Jacob Austin Beck
,
Gregory Farquhar
,
Jakob Nicolaus Foerster
,
Shimon Whiteson
12 Oct 2021 (modified: 05 May 2023)
Deep RL Workshop NeurIPS 2021
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
View all 21 publications
Co-Authors
Chelsea Finn
Chenxi Wang
Daejoong Kim
Daniel Dijkman
Dong-Yeon Cho
Evan Zheran Liu
Gregory Farquhar
Hanno Ackermann
Hexiang Hu
Jacob Austin Beck
Jacob Beck
Jakob N. Foerster
Jakob Nicolaus Foerster
Jieping Ye
Jiwon Kim
Johann Brehmer
John Holler
Joseph J. Lim
Luisa M Zintgraf
Luisa M. Zintgraf
Matthew Thomas Jackson
Richard L. Lewis
Richard Lewis
Satinder Singh
Shao-Hua Sun
View all 34 co-authors