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Data Efficient Reinforcement Learning
Data Efficient Reinforcement Learning Professors in Global
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Professor
Yuhong Guo
Carleton University
Canada
reinforcement learning
federated learning
representation learning
self-supervised learning
machine learning
continual learning
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Professor
Yuhong Guo
Carleton University
Canada
reinforcement learning
federated learning
representation learning
self-supervised learning
machine learning
continual learning
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Professor
Nicholas Rhinehart
University of Toronto
Canada
reinforcement learning
deep learning
robot learning
imitation learning
machine learning
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Professor
Pascal Poupart
University of Waterloo
Canada
reinforcement learning
federated learning
self-supervised learning
machine learning
continual learning
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Professor
Kevin Luck
Vrije Universiteit Amsterdam
Netherlands
deep reinforcement learning
reinforcement learning
deep learning
robot learning
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Professor
Florian Shkurti
University of Toronto
Canada
reinforcement learning
inverse reinforcement learning
imitation learning
machine learning
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Professor
Mohsen Amiri
Stockholm University
Sweden
reinforcement learning
deep learning
federated learning
machine learning
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Professor
Jason Lee
University of California, Berkeley
United States of America
reinforcement learning
deep learning
representation learning
machine learning
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Professor
Jason Lee
University of California, Berkeley
United States of America
reinforcement learning
deep learning
representation learning
machine learning
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Professor
Yaoliang Yu
University of Waterloo
Canada
distributed learning
federated learning
representation learning
machine learning
robust stochastic optimization
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Professor
C. Green
University of Wisconsin–Madison
United States of America
human learning
cognitive learning
depth learning
perceptual learning
motor learning
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Professor
Sophia Wilson
University of Copenhagen
Denmark
data efficient machine learning
resource efficient machine learning
machine learning
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Professor
Colin Bellinger
University of Ottawa
Canada
reinforcement learning
safe reinforcement learning
machine learning
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Professor
Pieter Abbeel
University of California, Berkeley
United States of America
reinforcement learning
deep learning
imitation learning
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Professor
Wendelin Böhmer
Delft University of Technology
Netherlands
reinforcement learning
multi-agent reinforcement learning
machine learning
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Professor
Ali Beikmohammadi
Stockholm University
Sweden
reinforcement learning
deep learning
federated learning
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Professor
Kin-choong Yow
University of Regina
Canada
deep reinforcement learning
deep learning
machine learning
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Professor
Silun Zhang
KTH Royal Institute of Technology
Sweden
safe reinforcement learning
risk-averse reinforcement learning
incentive-driven algorithms
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Professor
Yangchen Pan
University of Oxford
United Kingdom
reinforcement learning
deep learning
machine learning
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Professor
Sidney Givigi
Queen's University
Canada
reinforcement learning
deep learning
machine learning
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Professor
Hongyang Dong
University of Warwick
United Kingdom
reinforcement learning
deep learning
machine learning
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