17 citations · 32 across the 8 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2012★ 17 cited
On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures
Vincent Auvray, Louis Wehenkel
The problem of learning Markov equivalence classes of Bayesian network structures may be solved by searching for the maximum of a scoring metric in a space of these classes. This p…
cs.AI2012
Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case
Francis Maes, Damien Ernst, Louis Wehenkel
The exploration/exploitation (E/E) dilemma arises naturally in many subfields of Science. Multi-armed bandit problems formalize this dilemma in its canonical form. Most current res…