Duy Nguyen-tuong
5 papers · 2008–2018 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Bayesian & Probabilistic Β· Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Robotics
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Capabilities
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
gaussian process
(3)
stability analysis
(2)
sequential decision making
(1)
policy search
(1)
gaussian process regression
(1)
nonparametric regression
(1)
model-based reinforcement learning
(1)
real-time regression
(1)
robot control
(1)
learning control
(1)
time series modeling
(1)
inverse dynamics
(1)
real-time prediction
(1)
generative model
(1)
safety constraint
(1)
dynamics model
(1)
long-term prediction
(1)
control policy
(1)
local gaussian process
(1)
local model
(1)
Papers
Safe Active Learning for Time-Series Modeling with Gaussian Processes
NeurIPS 2018
Optimizing Long-term Predictions for Model-based Policy Search
CoRL 2017
Stability of Controllers for Gaussian Process Dynamics
JMLR 2017
Stability of Controllers for Gaussian Process Forward Models
ICML 2016
Local Gaussian Process Regression for Real Time Online Model Learning
NeurIPS 2008