Steven Kapturowski

Staff Research Engineer, DeepMind

Joined

September 2018

Names

Steven Kapturowski (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Career & Education History

Staff Research Engineer

DeepMind (deepmind.com)

2017 – Present

Machine Learning Scientist

Apple (apple.com)

2016 – 2017

Machine Learning Engineer

Glassdoor (glassdoor.com)

2015 – 2016

Undergrad student

State University of New York, Buffalo (buffalo.edu)

2007 – 2011

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

2015 – Present

Deep Learning

2015 – Present

Optimization

2015 – Present

Publications

Transformers need glasses! Information over-squashing in language tasks
Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João Guilherme Madeira Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Veličković
- TF2M 2024 Poster
- Readers: Everyone
Transformers need glasses! Information over-squashing in language tasks
Federico Barbero, Andrea Banino, Steven Kapturowski, Dharshan Kumaran, João Guilherme Madeira Araújo, Alex Vitvitskyi, Razvan Pascanu, Petar Veličković
- NeurIPS 2024 poster
- Readers: Everyone
Offline Actor-Critic Reinforcement Learning Scales to Large Models
Jost Tobias Springenberg, Abbas Abdolmaleki, Jingwei Zhang, Oliver Groth, Michael Bloesch, Thomas Lampe, Philemon Brakel, Sarah Maria Elisabeth Bechtle, Steven Kapturowski, Roland Hafner, Nicolas Heess, Martin Riedmiller
- ICML 2024 Oral
- Readers: Everyone
Unlocking the Power of Representations in Long-term Novelty-based Exploration
Steven Kapturowski, Alaa Saade, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot
- ALOE 2023 Poster
- Readers: Everyone
Unlocking the Power of Representations in Long-term Novelty-based Exploration
Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Pablo Sprechmann, Leopoldo Sarra, Oliver Groth, Michal Valko, Bilal Piot
- ICLR 2024 spotlight
- Readers: Everyone
Robust Exploration via Clustering-based Online Density Estimation
Alaa Saade, Steven Kapturowski, Daniele Calandriello, Charles Blundell, Michal Valko, Pablo Sprechmann, Bilal Piot
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Human-level Atari 200x faster
Steven Kapturowski, Víctor Campos, Ray Jiang, Nemanja Rakicevic, Hado van Hasselt, Charles Blundell, Adria Puigdomenech Badia
- Published: 01 Feb 2023, Last Modified: 28 Feb 2023
- ICLR 2023 poster
- Readers: Everyone
Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning
Víctor Campos, Pablo Sprechmann, Steven Stenberg Hansen, Andre Barreto, Steven Kapturowski, Alex Vitvitskyi, Adria Puigdomenech Badia, Charles Blundell
- Published: 22 Jul 2021, Last Modified: 05 May 2023
- URL 2021 Poster
- Readers: Everyone
Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning
Víctor Campos, Pablo Sprechmann, Steven Stenberg Hansen, Andre Barreto, Steven Kapturowski, Alex Vitvitskyi, Adria Puigdomenech Badia, Charles Blundell
- 21 May 2021 (modified: 05 May 2023)
- NeurIPS 2021 Submitted
- Readers: Everyone
Coverage as a Principle for Discovering Transferable Behavior in Reinforcement Learning
Víctor Campos, Pablo Sprechmann, Steven Stenberg Hansen, Andre Barreto, Charles Blundell, Alex Vitvitskyi, Steven Kapturowski, Adria Puigdomenech Badia
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

View all 11 publications

Co-Authors

View all 37 co-authors