no code implementations • 29 Aug 2022 • Edgar Galván, Gavin Simpson, Fred Valdez Ameneyro
In this work, we use Evolutionary Algorithms (EAs) to evolve mathematical expressions with the goal to substitute the UCT formula and use the evolved expressions in MCTS.
no code implementations • 17 Dec 2021 • Edgar Galván, Gavin Simpson
Monte Carlo Tree Search (MCTS) is a sampling best-first method to search for optimal decisions.