Ivo Danihelka

Research Scientist, DeepMind

Joined

October 2017

Names

Ivo Danihelka (Preferred)

Emails

****@google.com (Confirmed)

****@danihelka.net (Confirmed)

****@gmail.com (Confirmed)

****@deepmind.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Research Scientist

DeepMind (google.com)

2012 – Present

Research Scientist

DeepMind (deepmind.com)

2012 – Present

Advisors, Relations & Conflicts

PhD Advisor

Peter Dayan

2016 – Present

Expertise

deep learning

Present

Publications

Learning by Directional Gradient Descent
David Silver, Anirudh Goyal, Ivo Danihelka, Matteo Hessel, Hado van Hasselt
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Policy improvement by planning with Gumbel
Ivo Danihelka, Arthur Guez, Julian Schrittwieser, David Silver
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone
Muesli: Combining Improvements in Policy Optimization
Matteo Hessel, Ivo Danihelka, Fabio Viola, Arthur Guez, Simon Schmitt, Laurent Sifre, Theophane Weber, David Silver, Hado van Hasselt
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
Grandmaster level in StarCraft II using multi-agent reinforcement learning
Oriol Vinyals, Igor Babuschkin, Wojciech M. Czarnecki, Michaël Mathieu, Andrew Dudzik, Junyoung Chung, David H. Choi, Richard Powell, Timo Ewalds, Petko Georgiev, Junhyuk Oh, Dan Horgan, Manuel Kroiss, Ivo Danihelka, Aja Huang, Laurent Sifre, Trevor Cai, John P. Agapiou, Max Jaderberg, Alexander Sasha Vezhnevets et al. (22 additional authors not shown)
- 2019 (modified: 06 Nov 2022)
- Nat. 2019
- Readers: Everyone
Video Pixel Networks
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Comparison of Maximum Likelihood and GAN-based training of Real NVPs.
Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria, Daan Wierstra, Peter Dayan
- 2017 (modified: 09 Nov 2022)
- CoRR2017
- Readers: Everyone
Memory-Efficient Backpropagation Through Time
Audrunas Gruslys, Rémi Munos, Ivo Danihelka, Marc Lanctot, Alex Graves
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Towards Conceptual Compression
Karol Gregor, Frederic Besse, Danilo Jimenez Rezende, Ivo Danihelka, Daan Wierstra
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
Jack W. Rae, Jonathan J. Hunt, Ivo Danihelka, Timothy Harley, Andrew W. Senior, Gregory Wayne, Alex Graves, Tim Lillicrap
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone

View all 15 publications

Co-Authors

View all 72 co-authors