Duy Nguyen-tuong
5 papers · 2008–2018 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(10)
π
Cross-Pollinator
(15)
π
Renaissance Researcher
(6)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (2)
CORL (1)
ICML (1)
JMLR (1)
Top co-authors
Research topics
Keywords
gaussian process
(3)
stability analysis
(2)
sequential decision making
(1)
policy search
(1)
gaussian process regression
(1)
model-based reinforcement learning
(1)
real-time regression
(1)
robot control
(1)
learning control
(1)
time series modeling
(1)
inverse dynamics
(1)
generative model
(1)
safety constraint
(1)
dynamics model
(1)
long-term prediction
(1)
control policy
(1)
local gaussian process
(1)
local model
(1)
closed-loop system
(1)
trajectory likelihood
(1)
Papers
Safe Active Learning for Time-Series Modeling with Gaussian Processes
NIPS 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
NIPS 2008