Lukas P. Fröhlich
3 papers · 2020–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core AI
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Optimization
(1)
Keywords
gaussian process
(2)
bayesian optimization
(2)
function approximation
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
trajectory prediction
(1)
policy search
(1)
stochastic process
(1)
dynamical system
(1)
acquisition function
(1)
predictive uncertainty
(1)
high-dimensional space
(1)
gaussian process dynamics
(1)
sample efficiency
(1)
dynamical system simulation
(1)
transfer learning
(1)