4 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.AI2023★ 4 cited
Towards Understanding the Effects of Evolving the MCTS UCT Selection Policy
Fred Valdez Ameneyro, Edgar Galvan
Monte Carlo Tree Search (MCTS) is a sampling best-first method to search for optimal decisions. The success of MCTS depends heavily on how the MCTS statistical tree is built and th…
cs.NE2022★ 3 cited
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne
Edgar Galván, Gavin Simpson, Fred Valdez Ameneyro
Monte Carlo Tree Search (MCTS) is a sampling best-first method to search for optimal decisions. The success of MCTS depends heavily on how the tree is built and the selection proce…