60 search results - page 2 / 12 » An Optimal Parallel Algorithm for Learning DFA |
AAMAS
2007
Springer
13 years 4 months ago
2007
Springer
In this paper, we investigate the use of parallelization in reinforcement learning (RL), with the goal of learning optimal policies for single-agent RL problems more quickly by us...
IPPS
2007
IEEE
13 years 10 months ago
2007
IEEE
The growing complexity of modern processors has made the development of highly efficient code increasingly difficult. Manually developing highly efficient code is usually expen...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
This paper empirically investigates parallel competent genetic algorithms (cGAs) [4]. cGAs, such as BOA [21], LINCGA [15], D5 -GA [28], can solve GA-difficult problems by automati...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
Abstract— Designing effective behavioral controllers for mobile robots can be difficult and tedious; this process can be circumvented by using unsupervised learning techniques w...
FCCM
2005
IEEE
13 years 10 months ago
2005
IEEE
The CLA-EC is a model obtained by combining the concepts of cellular learning automata and evolutionary algorithms. The parallel structure of the CLA-EC makes it suitable for hard...