Sciweavers

1325 search results - page 30 / 265
» Algorithm Selection using Reinforcement Learning
Sort
View
124
Voted
IAT
2005
IEEE
15 years 7 months ago
Multiagent Reputation Management to Achieve Robust Software Using Redundancy
This paper explains the building of robust software using multiagent reputation. One of the major goals of software engineering is to achieve robust software. Our hypothesis is th...
Rajesh Turlapati, Michael N. Huhns
127
Voted
IJRR
2008
151views more  IJRR 2008»
15 years 2 months ago
Trajectory Optimization using Reinforcement Learning for Map Exploration
Automatically building maps from sensor data is a necessary and fundamental skill for mobile robots; as a result, considerable research attention has focused on the technical chall...
Thomas Kollar, Nicholas Roy
122
Voted
CLA
2007
15 years 3 months ago
Policies Generalization in Reinforcement Learning using Galois Partitions Lattices
The generalization of policies in reinforcement learning is a main issue, both from the theoretical model point of view and for their applicability. However, generalizing from a se...
Marc Ricordeau, Michel Liquiere
GECCO
2005
Springer
153views Optimization» more  GECCO 2005»
15 years 7 months ago
Evolving neural network ensembles for control problems
In neuroevolution, a genetic algorithm is used to evolve a neural network to perform a particular task. The standard approach is to evolve a population over a number of generation...
David Pardoe, Michael S. Ryoo, Risto Miikkulainen
SIAMCO
2000
117views more  SIAMCO 2000»
15 years 1 months ago
The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning
It is shown here that stability of the stochastic approximation algorithm is implied by the asymptotic stability of the origin for an associated ODE. This in turn implies convergen...
Vivek S. Borkar, Sean P. Meyn