Omar Darwiche Domingues

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Active since

2017

Affiliations

Afterschool Alliance(Current)

Google DeepMind (United Kingdom)

Otto-von-Guericke-Universität Magdeburg

Universitat Pompeu Fabra

Omar Darwiche Domingues is an author at Afterschool Alliance specializing in exploration-exploitation tradeoff, reinforcement learning foundations, and reinforcement learning.

ORCID

Publications per year

2017–2021

Publications

Fast active learning for pure exploration in reinforcement learning

Pierre Ménard, Omar Darwiche Domingues, Anders Jönsson et al. · Repositori digital de la UPF (Universitat Pompeu Fabra) · 2020 · 29 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Achievable Rates of Space-Division Multiplexed Submarine Links Subject to Nonlinearities and Power Feed Constraints

Omar Darwiche Domingues, Darli A. A. Mello, Reginaldo Barboza da Silva et al. · Journal of Lightwave Technology · 2017 · 20 citations

Engineering, Electrical Engineering, Ocean Engineering +14

Regret bounds for kernel-based reinforcement learning

Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta et al. · LillOA (Université de Lille (University Of Lille)) · 2020 · 16 citations · Full text

Computing, Computer Science, Algorithms +13

Adaptive Reward-Free Exploration

Emilie Kaufmann, Pierre Ménard, Omar Darwiche Domingues et al. · arXiv (Cornell University) · 2020 · 11 citations · Full text

Computing, Computer Science, Algorithms +10

UCB Momentum Q-learning: Correcting the bias without forgetting

Pierre Ménard, Omar Darwiche Domingues, Xuedong Shang · arXiv (Cornell University) · 2021 · 10 citations · Full text

Computing, Computer Science, Algorithms +10

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