Learning deep models of optimization landscapes.

Published in: SSCI (2017)

Keyphrases

reinforcement learning
prior knowledge
deep architectures
learning algorithm
accurate models
supervised learning
background knowledge

neural network
mobile robot
learning models
learning tasks
knowledge acquisition
probabilistic model
model selection

complex systems
data sets
global optimization
learning analytics
neural nets
optimization problems
learning community

hidden variables
learning scheme
learning rules
structured prediction
active learning
previously learned