A feature-based approach for best arm identification in the case of the Monte Carlo search algorithm discovery for one-player games

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Taralla, David;
  • Subject: monte carlo tree search | optimisation | mcts | best arm identification | : Computer science [Engineering, computing & technology] | : Sciences informatiques [Ingénierie, informatique & technologie]

The field of reinforcement learning recently received the contribution by Ernst et al. (2013) "Monte carlo search algorithm discovery for one player games" who introduced a new way to conceive completely new algorithms. Moreover, it brought an automatic method to find t... View more
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