21 search results - page 2 / 5 » Scalability and Parallelization of Monte-Carlo Tree Search |
KI
2011
Springer
12 years 12 months ago
2011
Springer
Abstract We present the General Game Playing system Centurio. Centurio is a Java-based player featuring different strategies based on Monte Carlo Tree Search extended by technique...
TCIAIG
2010
12 years 11 months ago
2010
Abstract--Parallelizing Monte-Carlo tree search has been considered to be a way to improve the strength of computer Go programs. In this paper, we analyze the performance of two ro...
AAAI
2010
13 years 6 months ago
2010
This paper introduces a principled approach for the design of a scalable general reinforcement learning agent. This approach is based on a direct approximation of AIXI, a Bayesian...
IPPS
1999
IEEE
13 years 9 months ago
1999
IEEE
We investigate the average-case speed and scalability of parallel algorithms executing on multiprocessors. Our performance metrics are average-speed and isospeed scalability. By m...
ICPP
2008
IEEE
13 years 11 months ago
2008
IEEE
An asynchronous work-stealing implementation of dynamic load balance is implemented using Unified Parallel C (UPC) and evaluated using the Unbalanced Tree Search (UTS) benchmark ...