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GHEORGHE COMANICI
GHEORGHE COMANICI
Research Scientist, DeepMind
Verified email at deepmind.com
Title
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Cited by
Year
The option keyboard: Combining skills in reinforcement learning
A Barreto, D Borsa, S Hou, G Comanici, E AygŁn, P Hamel, D Toyama, ...
Advances in Neural Information Processing Systems 32, 2019
392019
Optimal policy switching algorithms for reinforcement learning
G Comanici, D Precup
Proceedings of the 9th International Conference on Autonomous Agents and†…, 2010
382010
What can I do here? A Theory of Affordances in Reinforcement Learning
K Khetarpal, Z Ahmed, G Comanici, D Abel, D Precup
International Conference on Machine Learning, 5243-5253, 2020
272020
On-the-fly algorithms for bisimulation metrics
G Comanici, P Panangaden, D Precup
2012 Ninth International Conference on Quantitative Evaluation of Systems†…, 2012
202012
Basis function discovery using spectral clustering and bisimulation metrics
G Comanici, D Precup
International Workshop on Adaptive and Learning Agents, 85-99, 2011
192011
Representation discovery for mdps using bisimulation metrics
SS Ruan, G Comanici, P Panangaden, D Precup
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
122015
An empirical analysis of off-policy learning in discrete mdps
C Păduraru, D Precup, J Pineau, G Comănici
European Workshop on Reinforcement Learning, 89-102, 2013
82013
Knowledge representation for reinforcement learning using general value functions
G Comanici, D Precup, A Barreto, DK Toyama, E AygŁn, P Hamel, ...
72018
Basis refinement strategies for linear value function approximation in MDPs
G Comanici, D Precup, P Panangaden
Advances in Neural Information Processing Systems 28, 2015
62015
Androidenv: a reinforcement learning platform for android
D Toyama, P Hamel, A Gergely, G Comanici, A Glaese, Z Ahmed, ...
arXiv preprint arXiv:2105.13231, 2021
52021
A study of off-policy learning in computational sustainability
C Paduraru, D Precup, J Pineau, G Comanici
European Workshop on Reinforcement Learning (EWRL) 24, 89-102, 2012
42012
Temporally abstract partial models
K Khetarpal, Z Ahmed, G Comanici, D Precup
Advances in Neural Information Processing Systems 34, 1979-1991, 2021
22021
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning
G Comanici, A Glaese, A Gergely, D Toyama, Z Ahmed, T Jackson, ...
arXiv preprint arXiv:2204.10374, 2022
2022
Representation discovery for Markov decision processes using behavioural similarity
G Comanici
McGill University (Canada), 2016
2016
Optimal Time Scales for Reinforcement Learning Behaviour Strategies
G Comanici, D Precup
McGill University, 2010
2010
JMLR: Workshop and Conference Proceedings vol: 1–9, 2012 European workshop on reinforcement learning A Study of Off-policy Learning in Computational Sustainability
C Păduraru, D Precup, J Pineau, G Comănici
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Articles 1–16