2 papers
cs.AI2017
Structured Parallel Programming for Monte Carlo Tree Search
S. Ali Mirsoleimani, Aske Plaat, Jaap van den Herik +1
In this paper, we present a new algorithm for parallel Monte Carlo tree search (MCTS). It is based on the pipeline pattern and allows flexible management of the control flow of the…
cs.AI2015
Ensemble UCT Needs High Exploitation
S. Ali Mirsoleimani, Aske Plaat, Jaap van den Herik
Recent results have shown that the MCTS algorithm (a new, adaptive, randomized optimization algorithm) is effective in a remarkably diverse set of applications in Artificial Intell…