2 citations · 2 across the 2 of their papers we have counts for
3 papers
An Analysis on the Effects of Evolving the Monte Carlo Tree Search Upper Confidence for Trees Selection Policy on Unimodal, Multimodal and Deceptive Landscapes
Edgar Galvan, Fred Valdez Ameneyro
Monte Carlo Tree Search (MCTS) is a best-first sampling method employed in the search for optimal decisions. The effectiveness of MCTS relies on the construction of its statistical…
Playing Carcassonne with Monte Carlo Tree Search
Fred Valdez Ameneyro, Edgar Galvan, Anger Fernando Kuri Morales
Monte Carlo Tree Search (MCTS) is a relatively new sampling method with multiple variants in the literature. They can be applied to a wide variety of challenging domains including…
Statistical Tree-based Population Seeding for Rolling Horizon EAs in General Video Game Playing
Edgar Galván, Oxana Gorshkova, Peter Mooney +2
Multiple Artificial Intelligence (AI) methods have been proposed over recent years to create controllers to play multiple video games of different nature and complexity without rev…