Sciweavers

258 search results - page 28 / 52
» Continuous Capacities on Continuous State Spaces
Sort
View
AUSAI
2004
Springer
14 years 2 months ago
A Dynamic Allocation Method of Basis Functions in Reinforcement Learning
In this paper, we propose a dynamic allocation method of basis functions, an Allocation/Elimination Gaussian Softmax Basis Function Network (AE-GSBFN), that is used in reinforcemen...
Shingo Iida, Kiyotake Kuwayama, Masayoshi Kanoh, S...
ICPR
2002
IEEE
14 years 1 months ago
A Robust Algorithm for Probabilistic Human Recognition From
Human recognition from video requires solving the two tasks, recognition and tracking, simultaneously. This leads to a parameterized time series state space model, representing bo...
Shaohua Kevin Zhou, Rama Chellappa
MOR
2008
81views more  MOR 2008»
13 years 8 months ago
Optimal Stopping of Linear Diffusions with Random Discounting
Abstract. We propose a new solution method for optimal stopping problems with random discounting for linear diffusions whose state space has a combination of natural, absorbing, or...
Savas Dayanik
ML
2002
ACM
146views Machine Learning» more  ML 2002»
13 years 8 months ago
Variable Resolution Discretization in Optimal Control
Abstract. The problemof state abstractionis of centralimportancein optimalcontrol,reinforcement learning and Markov decision processes. This paper studies the case of variable reso...
Rémi Munos, Andrew W. Moore
FORMATS
2008
Springer
13 years 10 months ago
Convergence Verification: From Shared Memory to Partially Synchronous Systems
Verification of partially synchronous distributed systems is difficult because of inherent concurrency and the potentially large state space of the channels. This paper identifies ...
K. Mani Chandy, Sayan Mitra, Concetta Pilotto