Vitaly Kurin

28 papers A* 8Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Foundational Multi-Modal Program Verifiers.
Proc. ACM Program. Lang.
Vladimir Gladshtein, George Pîrlea, Qiyuan Zhao, Vitaly Kurin, Ilya Sergey
2022 — conf
A Generalist Neural Algorithmic Learner.
LoG
Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Joseph Dudzik, Matko Bosnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Velickovic
2022 J jnl
A Generalist Neural Algorithmic Learner.
CoRR
Borja Ibarz, Vitaly Kurin, George Papamakarios, Kyriacos Nikiforou, Mehdi Bennani, Róbert Csordás, Andrew Dudzik, Matko Bosnjak, Alex Vitvitskyi, Yulia Rubanova, Andreea Deac, Beatrice Bevilacqua, Yaroslav Ganin, Charles Blundell, Petar Velickovic
2022 — —
A minimalist approach to deep multi-task learning.
Vitaly Kurin
2022 A* conf
In Defense of the Unitary Scalarization for Deep Multi-Task Learning.
NeurIPS
Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, Pawan Kumar Mudigonda
2022 J jnl
In Defense of the Unitary Scalarization for Deep Multi-Task Learning.
CoRR
Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, M. Pawan Kumar
2022 J jnl
Insights From the NeurIPS 2021 NetHack Challenge.
CoRR
Eric Hambro, Sharada P. Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, DaeJin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michal Sypetkowski
2022 J jnl
You May Not Need Ratio Clipping in PPO.
CoRR
Mingfei Sun, Vitaly Kurin, Guoqing Liu, Sam Devlin, Tao Qin, Katja Hofmann, Shimon Whiteson
2021 — conf
Insights From the NeurIPS 2021 NetHack Challenge.
NeurIPS (Competition and Demos)
Eric Hambro, Sharada P. Mohanty, Dmitrii Babaev, Minwoo Byeon, Dipam Chakraborty, Edward Grefenstette, Minqi Jiang, DaeJin Jo, Anssi Kanervisto, Jongmin Kim, Sungwoong Kim, Robert Kirk, Vitaly Kurin, Heinrich Küttler, Taehwon Kwon, Donghoon Lee, Vegard Mella, Nantas Nardelli, Ivan Nazarov, Nikita Ovsov, Jack Parker-Holder, Roberta Raileanu, Karolis Ramanauskas, Tim Rocktäschel, Danielle Rothermel, Mikayel Samvelyan, Dmitry Sorokin, Maciej Sypetkowski, Michal Sypetkowski
2021 — conf
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research.
NeurIPS Datasets and Benchmarks
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel
2021 J jnl
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research.
CoRR
Mikayel Samvelyan, Robert Kirk, Vitaly Kurin, Jack Parker-Holder, Minqi Jiang, Eric Hambro, Fabio Petroni, Heinrich Küttler, Edward Grefenstette, Tim Rocktäschel
2021 A* conf
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control.
ICLR
Vitaly Kurin, Maximilian Igl, Tim Rocktäschel, Wendelin Boehmer, Shimon Whiteson
2021 J jnl
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing.
CoRR
Charlie Blake, Vitaly Kurin, Maximilian Igl, Shimon Whiteson
2021 A* conf
Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing.
NeurIPS
Charlie Blake, Vitaly Kurin, Maximilian Igl, Shimon Whiteson
2020 A* conf
Can Q-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?
NeurIPS
Vitaly Kurin, Saad Godil, Shimon Whiteson, Bryan Catanzaro
2020 A* conf
Deep Coordination Graphs.
ICML
Wendelin Boehmer, Vitaly Kurin, Shimon Whiteson
2020 J jnl
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control.
CoRR
Vitaly Kurin, Maximilian Igl, Tim Rocktäschel, Wendelin Boehmer, Shimon Whiteson
2019 J jnl
Deep Coordination Graphs.
CoRR
Wendelin Böhmer, Vitaly Kurin, Shimon Whiteson
2019 A* conf
Fast Context Adaptation via Meta-Learning.
ICML
Luisa M. Zintgraf, Kyriacos Shiarlis, Vitaly Kurin, Katja Hofmann, Shimon Whiteson
2019 A* conf
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods.
NeurIPS
Supratik Paul, Vitaly Kurin, Shimon Whiteson
2019 J jnl
Fast Efficient Hyperparameter Tuning for Policy Gradients.
CoRR
Supratik Paul, Vitaly Kurin, Shimon Whiteson
2019 J jnl
Improving SAT Solver Heuristics with Graph Networks and Reinforcement Learning.
CoRR
Vitaly Kurin, Saad Godil, Shimon Whiteson, Bryan Catanzaro
2019 A* conf
Learning From Demonstration in the Wild.
ICRA
Feryal M. P. Behbahani, Kyriacos Shiarlis, Xi Chen, Vitaly Kurin, Sudhanshu Kasewa, Ciprian Stirbu, João Gomes, Supratik Paul, Frans A. Oliehoek, João V. Messias, Shimon Whiteson
2018 J jnl
CAML: Fast Context Adaptation via Meta-Learning.
CoRR
Luisa M. Zintgraf, Kyriacos Shiarlis, Vitaly Kurin, Katja Hofmann, Shimon Whiteson
2018 J jnl
Learning from Demonstration in the Wild.
CoRR
Feryal M. P. Behbahani, Kyriacos Shiarlis, Xi Chen, Vitaly Kurin, Sudhanshu Kasewa, Ciprian Stirbu, João Gomes, Supratik Paul, Frans A. Oliehoek, João V. Messias, Shimon Whiteson
2017 J jnl
The Atari Grand Challenge Dataset.
CoRR
Vitaly Kurin, Sebastian Nowozin, Katja Hofmann, Lucas Beyer, Bastian Leibe
2017 J jnl
Towards a Principled Integration of Multi-Camera Re-Identification and Tracking through Optimal Bayes Filters.
CoRR
Lucas Beyer, Stefan Breuers, Vitaly Kurin, Bastian Leibe
2017 — conf
Towards a Principled Integration of Multi-camera Re-identification and Tracking Through Optimal Bayes Filters.
CVPR Workshops
Lucas Beyer, Stefan Breuers, Vitaly Kurin, Bastian Leibe