Omar Darwiche Domingues
Omar Darwiche Domingues
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Achievable rates of space-division multiplexed submarine links subject to nonlinearities and power feed constraints
OD Domingues, DAA Mello, R da Silva, SÖ Arık, JM Kahn
Journal of lightwave technology 35 (18), 4004-4010, 2017
232017
Adaptive reward-free exploration
E Kaufmann, P Ménard, OD Domingues, A Jonsson, E Leurent, M Valko
Algorithmic Learning Theory, 865-891, 2021
152021
Episodic reinforcement learning in finite mdps: Minimax lower bounds revisited
OD Domingues, P Ménard, E Kaufmann, M Valko
Algorithmic Learning Theory, 578-598, 2021
132021
Kernel-based reinforcement Learning: A finite-time analysis
OD Domingues, P Ménard, M Pirotta, E Kaufmann, M Valko
International Conference on Machine Learning, 2783-2792, 2021
10*2021
Fast active learning for pure exploration in reinforcement learning
P Ménard, OD Domingues, A Jonsson, E Kaufmann, E Leurent, M Valko
International Conference on Machine Learning, 7599-7608, 2021
102021
A kernel-based approach to non-stationary reinforcement learning in metric spaces
OD Domingues, P Ménard, M Pirotta, E Kaufmann, M Valko
International Conference on Artificial Intelligence and Statistics, 3538-3546, 2021
92021
Capacity limits of space-division multiplexed submarine links subject to nonlinearities and power feed constraints
OD Domingues, DAA Mello, R Silva, SÖ Arık, JM Kahn
Optical Fiber Communication Conference, Th2A. 50, 2017
82017
Planning in markov decision processes with gap-dependent sample complexity
A Jonsson, E Kaufmann, P Ménard, OD Domingues, E Leurent, M Valko
arXiv preprint arXiv:2006.05879, 2020
72020
Planning in entropy-regularized Markov decision processes and games
JB Grill, O Domingues, P Ménard, R Munos, M Valko
52019
UCB Momentum Q-learning: Correcting the bias without forgetting
P Menard, OD Domingues, X Shang, M Valko
arXiv preprint arXiv:2103.01312, 2021
32021
Retinotopy of percepts elicited by an IRIS epi-retinal implant
VJ Bismuth, M Keserue, L Wagenfeld, T Schade, Y Le Mer, ...
Investigative Ophthalmology & Visual Science 58 (8), 4190-4190, 2017
12017
Density-Based Bonuses on Learned Representations for Reward-Free Exploration in Deep Reinforcement Learning
OD Domingues, C Tallec, R Munos, M Valko
ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021
2021
rlberry - A reinforcement learning library for research and education
OD Domingues, Y Flet-Berliac, E Leurent, P Ménard, X Shang, M Valko
GitHub Repository, 2021
2021
Multifractal analysis for cumulant-based epileptic seizure detection in EEG time series
O Domingues, P Ciuciu, D Rocca, P Abry, H Wendt
IEEE 16th International Symposium on Biomedical Imaging, 2019
2019
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