222 citations · 600 across the 46 of their papers we have counts for
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cs.AI2012★ 1 cited
Monte Carlo Search Algorithm Discovery for One Player Games
Francis Maes, David Lupien St-Pierre, Damien Ernst
Much current research in AI and games is being devoted to Monte Carlo search (MCS) algorithms. While the quest for a single unified MCS algorithm that would perform well on all pro…
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…