Vitaly Kurin
Vitaly Kurin
Machine Learning PhD student at the University of Oxford, Whiteson Research lab
Verified email at cs.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Fast context adaptation via meta-learning
L Zintgraf, K Shiarli, V Kurin, K Hofmann, S Whiteson
International Conference on Machine Learning, 7693-7702, 2019
1552019
The atari grand challenge dataset
V Kurin, S Nowozin, K Hofmann, L Beyer, B Leibe
arXiv preprint arXiv:1705.10998, 2017
402017
Deep coordination graphs
W Böhmer, V Kurin, S Whiteson
International Conference on Machine Learning, 980-991, 2020
362020
Learning from demonstration in the wild
F Behbahani, K Shiarlis, X Chen, V Kurin, S Kasewa, C Stirbu, J Gomes, ...
2019 International Conference on Robotics and Automation (ICRA), 775-781, 2019
282019
Caml: Fast context adaptation via meta-learning
LM Zintgraf, K Shiarlis, V Kurin, K Hofmann, S Whiteson
232018
Towards a principled integration of multi-camera re-identification and tracking through optimal bayes filters
L Beyer, S Breuers, V Kurin, B Leibe
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
222017
Improving SAT solver heuristics with graph networks and reinforcement learning
V Kurin, S Godil, S Whiteson, B Catanzaro
132019
Fast efficient hyperparameter tuning for policy gradients
S Paul, V Kurin, S Whiteson
arXiv preprint arXiv:1902.06583, 2019
132019
Fast efficient hyperparameter tuning for policy gradient methods
S Paul, V Kurin, S Whiteson
112019
My body is a cage: the role of morphology in graph-based incompatible control
V Kurin, M Igl, T Rocktäschel, W Boehmer, S Whiteson
arXiv preprint arXiv:2010.01856, 2020
42020
MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
M Samvelyan, R Kirk, V Kurin, J Parker-Holder, M Jiang, E Hambro, ...
22021
Can -Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?
V Kurin, S Godil, S Whiteson, B Catanzaro
arXiv preprint arXiv:1909.11830, 2019
22019
Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing
C Blake, V Kurin, M Igl, S Whiteson
arXiv preprint arXiv:2103.01009, 2021
2021
Behaviour Models for Autonomous Vehicle Simulators
SA Whiteson, J Messias, X Chen, F Behbahani, K Shiarli, S Kasewa, ...
US Patent App. 16/978,446, 2021
2021
AIMS CDT Project Report: Towards One-Shot Learning From Demonstration via Reinforcement Learning
MN Finean, LM Zintgraf, K Shiarlis, V Kurin, S Whiteson
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Articles 1–15