Tobias Lang
4 papers · 2007–2013 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
π
Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
model-based reinforcement learning
(2)
gaussian process regression
(1)
kernel regression
(1)
exploration
(1)
robot manipulation
(1)
learning progress
(1)
empirical error estimation
(1)
empirical estimation
(1)
prediction error
(1)
exploration strategy
(1)
exploration bonus
(1)
non-stationary environment
(1)
predictive distribution
(1)
exploration efficiency
(1)
terrain modeling
(1)
bayesian exploration
(1)
nonstationary covariance
(1)
relational learning
(1)
learning progress estimation
(1)
Papers
Active Learning for Teaching a Robot Grounded Relational Symbols
IJCAI 2013
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
NeurIPS 2012
Exploration in Relational Domains for Model-based Reinforcement Learning
JMLR 2012
Adaptive Non-Stationary Kernel Regression for Terrain Modeling
RSS 2007