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Timothy A Mann
Researcher, DeepMind
Joined
March 2018
Names
Timothy A Mann
,
Timothy Mann
Emails
****@google.com
(Confirmed)
,
****@google.com
(Confirmed)
,
****@deepmind.com
(Confirmed)
Personal Links
Homepage
Google Scholar
Career & Education History
Researcher
DeepMind
(deepmind.com)
2015
–
Present
Postdoc
Technion
(technion.ac.il)
2012
–
2014
PhD student
Texas A&M
(tamu.edu)
2007
–
2012
Undergrad student
SUNY Potsdam
(potsdam.edu)
2003
–
2007
Advisors, Relations & Conflicts
Postdoc Advisor
Shie Mannor
2012
–
2014
PhD Advisor
Yoonsuck Choe
2007
–
2012
Expertise
Reinforcement Learning
2007
–
Present
Dynamic Programming
2007
–
Present
Planning
2007
–
Present
Publications
Defending Against Image Corruptions Through Adversarial Augmentations
Dan Andrei Calian
,
Florian Stimberg
,
Olivia Wiles
,
Sylvestre-Alvise Rebuffi
,
András György
,
Timothy A Mann
,
Sven Gowal
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Poster
Readers:
Everyone
Improving Robustness using Generated Data
Sven Gowal
,
Sylvestre-Alvise Rebuffi
,
Olivia Wiles
,
Florian Stimberg
,
Dan Andrei Calian
,
Timothy Mann
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Data Augmentation Can Improve Robustness
Sylvestre-Alvise Rebuffi
,
Sven Gowal
,
Dan Andrei Calian
,
Florian Stimberg
,
Olivia Wiles
,
Timothy Mann
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Robust Reinforcement Learning for Continuous Control with Model Misspecification
Daniel J Mankowitz
,
Nir Levine
,
Rae Jeong
,
Abbas Abdolmaleki
,
Jost Tobias Springenberg
,
Yuanyuan Shi
,
Jackie Kay
,
Timothy Mann
,
Todd Hester
,
Martin Riedmiller
18 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Self-supervised Adversarial Robustness for the Low-label, High-data Regime
Sven Gowal
,
Po-Sen Huang
,
Aaron van den Oord
,
Timothy Mann
,
Pushmeet Kohli
Published: 12 Jan 2021, Last Modified: 05 May 2023
ICLR 2021 Poster
Readers:
Everyone
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
Daniel J Mankowitz
,
Dan Andrei Calian
,
Rae Jeong
,
Cosmin Paduraru
,
Nicolas Heess
,
Sumanth Dathathri
,
Martin Riedmiller
,
Timothy Mann
28 Sept 2020 (modified: 12 Oct 2025)
ICLR 2021 Conference Blind Submission
Readers:
Everyone
Balancing Constraints and Rewards with Meta-Gradient D4PG
Dan A. Calian
,
Daniel J Mankowitz
,
Tom Zahavy
,
Zhongwen Xu
,
Junhyuk Oh
,
Nir Levine
,
Timothy Mann
Published: 12 Jan 2021, Last Modified: 12 Oct 2025
ICLR 2021 Poster
Readers:
Everyone
Co-Authors
Aaron van den Oord
Abbas Abdolmaleki
András György
Cosmin Paduraru
Dan A. Calian
Dan Andrei Calian
Daniel J Mankowitz
Florian Stimberg
Jackie Kay
Jost Tobias Springenberg
Junhyuk Oh
Martin Riedmiller
Nicolas Heess
Nir Levine
Olivia Wiles
Po-Sen Huang
Pushmeet Kohli
Rae Jeong
Sumanth Dathathri
Sven Gowal
Sylvestre-Alvise Rebuffi
Todd Hester
Tom Zahavy
Yuanyuan Shi
Zhongwen Xu