Manuel Lopes
6 papers · 2012–2018 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
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Cross-Pollinator
(8)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
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Conference Pioneer
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Trend Setter
Conferences
IJCAI (4)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
dirichlet process
(1)
interactive learning
(1)
bayesian learning
(1)
bayesian inference
(1)
sparse representation
(1)
robot learning
(1)
model-based reinforcement learning
(1)
linear regression
(1)
exploration
(1)
teaching dimension
(1)
learning progress
(1)
empirical error estimation
(1)
empirical estimation
(1)
machine teaching
(1)
optimal teaching
(1)
mixture model
(1)
latent variable
(1)
exploration bonus
(1)
algorithmic teaching
(1)
multiple learner
(1)
Papers
Interactive Optimal Teaching with Unknown Learners
IJCAI 2018
No Learner Left Behind: On the Complexity of Teaching Multiple Learners Simultaneously
IJCAI 2017
Inverse Reinforcement Learning in Relational Domains
IJCAI 2015
Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space
ICML 2013
Active Learning for Teaching a Robot Grounded Relational Symbols
IJCAI 2013
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
NIPS 2012