most citedMonte Carlo Search Algorithm Discovery for One Player Games

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eess.SY2012

Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search

Tobias Jung, Louis Wehenkel, Damien Ernst +1

Direct policy search (DPS) and look-ahead tree (LT) policies are two widely used classes of techniques to produce high performance policies for sequential decision-making problems.…